PETER WILLETT

ContactProfessorDepartment of Electrical and Computer EngineeringU-2157, University of ConnecticutStorrs, CT 06269.(860) 486-2195 (Office)(860) 486-5585 (Fax)peter.willett@uconn.edu

CareerPhD Princeton University, 1986.MA Princeton University, 1984.ME Princeton University, 1983.BASc University of Toronto, 1982.Assistant Professor at the University of Connecticut 1986-1993.Associate Professor 1993-1999.Professor since 1999.

HonorsFellow of IEEE effective 2003.H-index is 56, 14000 citations (seehttp://scholar.google.com/citations?hl=en&user=S-WTRMMAAAAJ).Nonmember, CASE.Associate Director of Booth Engineering Center for Advanced Technology (BECAT),2005-2014.ECE Department Annual Outstanding Researcher, October 2001.IEEE Systems, Man & Cybernetics Society Outstanding Contribution Award, October 2003.ISIF Fusion Conference “Best Paper” Award, with M. Ulmke & O. Erdinc, July 2007.ISIF Fusion Conference “Best Student Paper” Runner-Up, with P. Braca, M. Guerriero, V.Matta and S. Marano, July 2009.ISIF Fusion Conference “Best Paper” Award, with M. Guerriero, L. Svensson & D. Svensson,July 2010.ISIF Fusion Conference “Best Student Paper” Honorable Mention, with D. Crouse, R.Osborne, K. Pattipati and Y. Bar-Shalom, July 2010.ISIF Fusion Conference “Best Student Paper” Honorable Mention, with R. Georgescu and S.Schoenecker, July 2010.ISIF Fusion Conference “Best Student Paper” Runner-Up, with E. Wilthil, Y. Bar-Shalom andE. Brekke, July 2019.IEEE SAM Conference “Best Student Paper” Runner-Up, with X. Song, June 2012.ISIF Fusion Conference “Best Paper” Runner-Up, with B. Balasingam and Y. Bar-Shalom,July 2017.IEEE Aerospace Conference “Best Paper in Track,” with A. Finelli, Z. Sutton and Y.Bar-Shalom, March 2019.

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IEEE AES Society Exceptional Service Award, September 2015.IEEE SP Society Certificate of Merit for service as EiC of SP Letters, December 2016.IEEE SP Society Certificate of Merit for service as Chair of SAM-TC, December 2016.IEEE AESS Distinguished Lecturer, 2017-.University of Connecticut School of Engineering Centennial Professorship, 2017-2020.

ServiceJournals:Vice-President for Publications, IEEE Aerospace and Electronic Systems Society (2012-2014).Editor-In-Chief for IEEE Transactions on Aerospace and Electronic Systems (2006-2011).Editor-In-Chief for IEEE Signal Processing Letters (2014-2016).Associate Editor-In-Chief, IEEE Aerospace and Electronic Systems Magazine (2015-2017).Technical Editor for IEEE Transactions on Aerospace and Electronic Systems (1998-2006).Associate Editor for IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systemsand Humans (1998-2005).Associate Editor for IEEE Transactions on Systems, Man, and Cybernetics, Part B:Cybernetics (1998-2005).Associate Editor for IEEE Aerospace and Electronic “Systems” Magazine (since 2000).Associate Editor for the ISIF’s Journal of Advances in Information Fusion (2004-2012).Editor of IEEE AES “Systems” Magazine’s occasional Tutorial Issues (2003-2006).Member of IEEE Signal Processing Letters Editorial Board (2004-2008).Member of IEEE Special Topics in Signal Processing Editorial Board (2011-2014).Guest Editor of IEEE JSTSP “Acoustic Source Localization and Tracking in Dynamic Real-lifeScenes”Conferences:General Co-Chair, FUSION 2006 Conference (Florence, Italy).General Co-Chair, FUSION 2008 Conference (Cologne, Germany).Emeritus Chair, FUSION 2011 Conference (Chicago, IL).General Co-Chair, SAM 2018 Conference (Sheffield UK).Technical Program Committee Co-Chair, FUSION 1999 Conference (Sunnyvale, CA).Technical Program Committee Co-Chair, 2003 IEEE Systems, Man & Cybernetics Conference(Washington DC).Technical Program Committee Co-Chair, 2012 IEEE Signal Processing Society’s Sensor Arrayand Multichannel (SAM) Workshop (Hoboken NJ).Technical Program Committee Co-Chair, FUSION 2016 Conference (Heidelberg Germany).Publications Co-Chair, FUSION 2018 Conference (Cambridge UK).Tutorials Chair, ICASSP 2021 (Toronto, Canada).Co-chair for “Remote Sensing” Track at 2001, 2002 & 2003 IEEE Aerospace Conferences.Co-organizer of “Diagnostics, Prognosis, and System Health Management” Conferences atAerosense 2001-2003, Orlando.Awards Co-Chair for RadarCon 2008, Rome Italy.Awards/Plenary Co-Chair for ISIF Fusion Conference 2013, Istanbul Turkey.Program Committee (various and many years): ISIF Fusion Conference, IEEE Systems, Man& Cybernetics Conference (SMCC), IEEE Radar Conference, IEEE International Conferenceon Acoustics, Speech and Signal Processing (ICASSP), IEEE Conference on Decision andControl (CDC), IEEE American Control Conference (ACC).Other Service:Major Duties:Member of IEEE AES Society’s Board of Governors (2004-2009, 2011-2016, 2018-2020).Member of ISIF Board of Governors (2010-2012).

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Member of IEEE Signal Processing Society’s “Sensor Array and Multi-Channel” (SAM)Technical Committee (1998-2003, 2007-2014).Vice-Chair of IEEE Signal Processing Society’s “Sensor Array and Multi-Channel” (SAM)Technical Committee (2013-2014).Chair of IEEE Signal Processing Society’s “Sensor Array and Multi-Channel” (SAM) TechnicalCommittee (2015-2016).Member of IEEE Technical Activities Board (TAB) Periodicals Committee (2016-2020).Chair and Member of IEEE Industrial Electronics Society Oversight Committee (2016-2019).Member of NAS/NAE ARL Information Science Evaluation Panel (2017, 2019).Member of IEEE Fellows Committee (2018).Minor Duties:Member of IEEE SP Society’s Nominations and Elections Committee (2017-2018).Member of IEEE SP Society’s Conference Board (2017-2019).Member of IEEE SP Society’s Conference Board Executive Committee (2018-2019).Member of IEEE Ethics and Member Conduct Committee (2019-2020).Member of IEEE Publications Ethics Ad-Hoc Committee (2018-2029).Representative of IEEE AES Society to the Journal of Lightwave Technology (2017-2018).Representative of IEEE SP Society to IEEE Sensors Council (2018-2019).

University Courses TaughtECE101/1101 – Electrical and Computer Engineering Tools (Undergraduate)ECE241/4111 – Communication Systems (Undergraduate)ECE242/4112 – Digital Communications and Networks (Undergraduate)ECE247/4131 – Digital Signal Processing (Undergraduate)ECE267/4122 – Systems/Signal Processing Laboratory (Undergraduate)ECE314/6121 – Information Theory (Graduate)ECE316/6122 – Digital Signal Processing (Graduate)ECE317/6123 – Adaptive Signal Processing (Graduate)ECE318/6141 – Neural Networks for Classification and Optimization (Graduate)ECE361/6151 – Communication Theory (Graduate)ECE365/6124 – Detection Theory (Graduate)ECE368/6152 – Wireless Communications (Graduate)

External Courses Taught

• “Multiple Target Tracking,” (NUWC: Newport RI), 5 day-long lectures – May 2002.

• “Impact Point Prediction Tutorial,” (Redstone Arsenal: Huntsville AL), 1.5 days –October 2005.

• “Various Approaches to Data Association,” (NATO Lecture series: Germany, Italy (2),US (3), Canada, Portugal, France, Turkey, Netherlands, Sweden, Spain) – 2010-2.

• “Issues in Target Tracking,” (NATO Lecture series: Germany, Italy (2), US (3), Canada,Portugal, France, Turkey, Netherlands, Sweden, Spain) – 2010-2.

• “Distributed Detection and Decision Fusion,” (NATO Lecture series: Italy, Netherlands,Sweden, UK) – 2016.

• “Architectures for Data Fusion,” (NATO Lecture series: Italy, Netherlands, Sweden, UK)– 2016.

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Plenary Talks

• “A Primer on Data Association,” IET Radar Conference, Xian China, April 2013.

• “Label-Free Estimation and Tracking,”IEEE Sensor Array and MultiChannel (SAM)Workshop, A Coruna Spain, June 2014.

• “Maximum-Likelihood Methods in Target Tracking and Fundamental Results onTrackability,” ISIF Conference on Sensor Data Fusion, Bonn Germany, October 2014.

• “Maximum-Likelihood Methods in Target Tracking and Fundamental Results onTrackability,” IEEE ICCAIS, Seoul Korea, October 2016.

NationalityUS Citizen.Currently holds secret-level clearance.Born in Canada, Naturalized in 1995.

GrantsTotal value: $10.8 million.

1. Detection in Burst Noise ($10,000) (UConn RF, 1/87-12/87)

2. Decentralized Detection ($5,000) (UConn RF, 1/88-12/89)

3. Detection in a Narrowband-Burst Environment ($100,000) (NSF, 4/88-3/01)

4. Estimation and Detection of Harmonic Sets ($8,000) (UConn RF, 1/91-12/91)

5. Pre-Detection Fusion in Active Sonar ($206,000 – share $103,000) (NUWC, 6/92-4/98)(Co-PI with Y. Bar-Shalom)

6. Summer Faculty Research Fellowship, Griffiss AFB ($15,000) (AFOSR, 7/92-8/92)

7. Data Fusion: The Boon of Non-Coincidence ($20,000) (AFOSR, 8/93-7/94)

8. Fusion of Detectors with Different Reporting Rates ($30,000) (NUWC, 9/93-8/94)

9. Sensor Parameter Enhancement for Fusion Concepts, ($20,000) (AFOSR, 4/94-3/95)

10. The Probability of Detection of a Transient Signal, ($30,000) (NUWC, 1/95-12/95)

11. Detection of Superimposed HMM Transient Signals ($33,000) (NUWC, 1/96-12/96)

12. Summer Faculty Research Fellowship, NUWC New London CT ($20,000) (ASEE, 6/96,2mo)

13. In-Process Grinding Damage Monitoring by DSP of AE Signals ($195,000 – share$135,000) (NSF, 9/96, 3yr) (Co-PI with J. Webster)

14. Detection of Transient Signals ($44,000) (NUWC, 3/97, 1 year)

15. Real-Time Supervisors for Reactive Systems ($30,000) (Qualtech/Army STTR,9/97-3/98)

16. Hybrid Bayes/GLRT Signal Detection ($97,000) (ONR, 1/98, 2yrs)

17. Application of the EM Algorithm ($85,000) (NUWC, 6/98, 2yrs)

18. Enhanced Signal Processing for Real- Supervisors of Reactive Systems, ($152,000)(Qualtech/Army STTR, 9/98, 2 yrs)

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19. Estimation with MultiSensor-MultiScan Detection Fusion ($380,000 – share $13,000)(AFOSR, 4/98-11/00) (Co-PI; Y. Bar-Shalom is PI)

20. Tracking with Electronically-Scanned Arrays ($620,000 – share $54,500) (ONR,3/97-9/02) (Co-PI; Y. Bar-Shalom is PI)

21. Practical Issues in Transient Detection ($47,000) (NUWC, 9/99, 1yr)

22. The PMHT ($48,000) (ONR, 5/00, 8 months)

23. Feature Aided Tracking for Robust BMD ($1,055,000 – share $35,600) (ONR, 5/00-12/05)

24. A Complete “Plug In” Upgrade for Engine Diagnostics, Prognostics, and HealthMonitoring ($30,000 – share $15,000 (Phase I Qualtech Systems STTR/NASA, Inc.,10/00-4/01) (Co-PI with T. Kirubarajan)

25. Target Model for McDaniel’s Reverberation ($10,000) (Penn State ARL, 6/00-9/00)

26. New Approaches to Automation in Passive Sonar Systems ($75,000) (NUWC,12/00-11/01)

27. Hybrid and Mixed Waveform Detection and Localization ($33,000) (NUWC, 4/01-9/01)

28. Multitarget-Multisensor Tracking for Battlespace Surveillance ($350,000 – share $21,000)(ONR 5/01-9/04) (co-PI, Y. Bar-Shalom is PI)

29. Active Sonar Waveform Fusion for Detection, Localization and Tracking ($70,000)(NUWC, 11/01-10/02)

30. Intelligent Quantization for Measurement Fusion Using Particle Filters ($89,000) (QinetiqLtd., 2/02-1/04)

31. Real-Time On-Board Remote Vehicle Health Management Project ($150,000 – share$75,000) (Phase II Qualtech Systems STTR/NASA 4/02-3/04) (Co-PI with T.Kirubarajan)

32. Low Probability of Intercept Waveforms for Active Sonar ($130,000) (ONR ULI program,1/03-12/04)

33. Integrated Passive Detection and Classification ($35,000) (NUWC, 7/02-6/03)

34. Estimation with Multisensor Fusion ($390,000 – share $19,900) (ONR, 1/03-12/04)(co-PI; Y. Bar-Shalom is PI).

35. Multi-Function Models for Monitoring, Information Fusion and Option Selection forAsymmetric Threats ($780,000, share is $390,000) (DARPA via Aptima, Inc., 4/03-3/06)(co-PI, along with D. Kleinman; K. Pattipati is PI)

36. Intelligent Diagnostics ($85,000 – share is $8,000) (Toyota Technical Center, 2/03-3/04)(co-PI; K. Pattipati is PI)

37. AOA Processing for Spawning Targets ($96,000) (GTRI, 5/03-7/04)

38. Target Tracking with Data Fusion for Active Sonar: Collaboration with SACLANT/CEN($270,000) (ONR, 4/04-9/06)

39. Deep Memory Tracking of Unresolved Sonar Targets ($30,000) (NUWC, 8/06-8/07)

40. The PMHT for Track-Before-Detect ($30,000) (Phase I: MDA/STTR, 9/06-3/07)

41. Target Tracking Using Multi-static and Networked Sensors: Collaboration with NURC($283,000) (ONR, 12/06-9/09)

42. Sensor Networks for Multiple Target Tracking ($411,000 – share is $247,000) (ONR,1/07-12/09) (PI, co-PI is S. Zhou)

43. Collaborative Research: Developing a Novel Infrastructure for Underwater AcousticSensor Networks ($490,000 – share is $42,000) (NSF, 8/07-7/10), (co-PI, PI is J.-H. Cui)

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44. The PMHT for Track-Before-Detect (Phase II: $270,000) (MDA, 11/07-12/09)

45. Data Reduction Techniques for Real-time Fault Detection and Isolation (FDI) andMultiple Fault Inference with Imperfect Tests ($30,000) (Phase I: Qualtech SystemsSTTR/NASA, 1/08-12/08)

46. Advanced Ballistic Missile Tracking and Fusion Algorithms ($600,000 – share is 10%)(MDA) (co-PI, PI is Y. Bar-Shalom)

47. Writing a Sonar Tracking Primer ($69,000) (ONR, 4/08-12/08)

48. MRI: Development of Instrumentation for an Autonomous UW Sensor Network,8/08-7/11 ($500,000 – share is $25,000)) (NSF, 8/08-7/11) (co-PI, PI is J.-H. Cui)

49. MIMO Radar: Tracking, Compressed Sensing and OFDM ($474,000) (ONR, 4/09-3/13)

50. Novel Approaches to Active Multi-Static Target Tracking ($313,000) (ONR, 3/10-2/13)

51. Probabilistic Inference Models for Graph Understanding, Analysis and Matching($400,000) (DARPA with Aptima and UTRC, 10/10-9/12)

52. Impact Point Prediction for Short and Medium Range Thrusting Objects ($100,000 –share is 20%) (Israel MOD, 1/12-12/12) (co-PI, PI is Y. Bar-Shalom)

53. Advanced Sensor Data Fusion Phase II Enhancement ($70,000 – share is 20%)(Technology Services Corp. STTR/MDA) (co-PI, PI is Y. Bar-Shalom)

54. S-PMHT for RF/IR Data Correlation ($40,000) (Vectraxx STTR/MDA, 10/12-4/13)

55. Sabbatical Leave Support ($89,000) (NUWC, 10/12-6/13)

56. EO/IR Cluster Tracking via the H-PMHT ($40,000) (Vectraxx STTR/MDA, 4/13-10/13)

57. Maintaining Resolution of Closely Spaced Objects via Label-Free Methods ($300,000)(ONR, 1/13-8/18)

58. Advanced Modeling for Impact Point Prediction of Short and Medium Range fingProjectiles ($200,000 – share is 20%) (Israel MOD, 1/13-12/14) (co-PI, PI is Y.Bar-Shalom)

59. Tracking Nontraditional Targets: A Data Association Perspective ($150,000 – share is50%) (NPS, 6/14-5/15)

60. Efficient Clutter Suppression and Nonlinear Filtering Techniques for TrackingClosely-Spaced Objects in the Presence of Debris ($260,000) (MDA, 12/14-11/16)

61. Representing Targets as Systems: Feature-Aided Tracking for Asymmetric Threats($449,000) (NPS, 7/16-6/19)

62. Target Detection Using GPS Signals of Opportunity ($110,000) (ONR, 9/16-8/17)

63. Integrated Bias Estimation and Tracking for EO / IR Fused Systems ($299,000) (MDA,6/18-12/20)

64. Reliable Inference in Dynamic Data Fusion ($400,000) (AFOSR, 7/18-6/20)

65. Acoustic Propagation in Shallow Water: Impacts on Signal Processing ($200,000)(NIUVT/ONR, 5/19-12/20)

Publications

Journal Articles (in print or accepted)

1. W. Fuscaldo, A. Di Simone, L. Millefiori, A. Iodice, P. Braca and P. Willett, “An Alter-native Derivation of the Scattering Matrix under Kirchhoff Approximation in Electromag-netics,” to appear in Radio Science.

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2. M. Kowalski, D. Belfadel, Y. Bar-Shalom, P. Willett and F. Daum, “Bias CRLB in SineSpace for a 3-Dimensional Sensor,” to appear in IEEE Transactions on Aerospace andElectronic Systems.

3. M. Kowalski, P. Willett, T. Fair and Y. Bar-Shalom, “CRLB for Estimating Time-VaryingRotational Biases in Passive Sensors,” to appear in IEEE Transactions on Aerospace andElectronic Systems.

4. R. Visina, Y. Bar-Shalom and P. Willett, “Estimation of a Random Feedback ControlSystem with Unknown Input,” to appear in IEEE Transactions on Aerospace and ElectronicSystems.

5. Q. Lu, Y. Bar-Shalom, P. Willett and F. Palmieri, “Measurement Extraction for Two CSOsin an Optical Sensor’s FPA,” to appear in IEEE Transactions on Aerospace and ElectronicSystems.

6. D. Belfadel, Y. Bar-Shalom and P. Willett, “Single Optical Sensor Bias Estimation us-ing a Single Target of Opportunity,” to appear in IEEE Transactions on Aerospace andElectronic Systems.

7. M. Kowalski, D. Belfadel, Y. Bar-Shalom and P. Willett, “CRLB for Estimation of 3DSensor Biases in Spherical Coordinates and its Attainability,” to appear in Journal ofAdvances in Information Fusion.

8. S. Marano and P. Willett, “Algorithms and Fundamental Limits for Unlabeled Detectionusing Types,” IEEE Transactions on Signal Processing, vol. 67, no. 8, pp. 2022-2035, April2019.

9. T. Baran, G. Franz, F. Mujica, M. Nadar, B. Sadler, Y. Eldar, M. Haardt and P. Wil-lett, “Industry and Government Perspective on Challenges and Open Problems in SignalProcessing,” IEEE Signal Processing Magazine, pp. 125-131, March 2019.

10. S. Bordonaro, P. Willett, Y. Bar-Shalom and T. Luginbuhl, “Converted MeasurementSigma-Point Kalman Filter for Bistatic Sonar and Radar,” IEEE Transactions on Aerospaceand Electronic Systems, vol. 55, no. 1, pp. 147-159, January 2019.

11. W. Li, S. Zhou, P. Willett and Q. Zhang, “Preamble Detection for Underwater Acous-tic Communications based on Sparse Channel Identification,” IEEE Journal of OceanicEngineering, vol. 44, no. 1, pp. 256-268, January 2019.

12. K. Yang, Y. Bar-Shalom, P. Willett, R. Ben-Dov and B. Milgrom, “Observability of aThrusting/Ballistic Trajectory in 3-D From a Single Fixed Passive Sensor,” IEEE Trans-actions on Aerospace and Electronic Systems, vol. 54, no. 6, pp. 2971-2979, December2018.

13. K. Yang, Y. Bar-Shalom, P. Willett, R. Ben-Dov and B. Milgrom, “Observability of aThrusting/Ballistic Trajectory in 3-D from a Single Fixed Passive Sensor,” IEEE Trans-actions on Aerospace and Electronic Systems, vol. 54, no. 6, pp. 2971-2979, December2018.

14. E. d’Afflisio, P. Braca, L. Millefiori and P. Willett, “Detecting Anomalous Deviations fromStandard Maritime Routes Using the Ornstein-Uhlenbeck Process,” IEEE Transactions onSignal Processing, vol. 66, no. 24, pp. 6474-6487, December 2018.

15. Q. Lu, Y. Bar-Shalom, P. Willett and B. Balasingam, “Measurement Extraction for aTarget from an Optical Sensor,” IEEE Transactions on Aerospace and Electronic Systems,vol. 54, no. 6, pp. 2735-2745, December 2018.

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16. S. Schoenecker, P. Willett and Y. Bar-Shalom, “Resolvability Limits for Tracking Closely-Spaced Targets,” IEEE Transactions on Aerospace and Electronic Systems, vol. 54, no. 6,pp. 2900-2920, December 2018.

17. P. Coscia, P. Braca, L. Millefiori, F. Palmieri and P. Willett, “Maritime Traffic Representa-tion using Multiple Ornstein-Uhlenbeck Processes,” IEEE Transactions on Aerospace andElectronic Systems, vol. 54, no. 5., pp. 2158-2170, October 2018.

18. S. Marano and P. Willett, “Resource Allocation in Energy-Harvesting Sensor Networks,”IEEE Transactions on Signal and Information Processing over Networks, vol. 4, no. 3, pp.585-598, September 2018

19. D. Belfadel, Y. Bar-Shalom and P. Willett, “Statistical Efficiency of Simultaneous TargetState and Sensor Bias Estimation,” Journal on Advances in Information Fusion, vol. 13,no. 1, pp. 3-12, July 2018.

20. G. Wang, J. Zhu, R. Blum, P. Willett, S. Marano, V. Matta and P. Braca, “Signal Ampli-tude Estimation and Detection from Unlabeled Binary Quantized Samples,” IEEE Trans-actions on Signal Processing, vol. 66, no. 16, pp. 4291-4303, June 2018.

21. R. Visina, Y. Bar-Shalom and P. Willett, “Multiple-Model Estimators for Tracking Sharply-Maneuvering Ground Targets,” IEEE Transactions on Aerospace and Electronic Systems,vol. 54, no. 3, pp. 1404-1414, June 2018.

22. Q. Lu, Y. Bar-Shalom, P. Willett, K. Granstrom and R. Ben-Dov, “Tracking UnresolvedThrusting Objects Using a Stationary Optical Sensor,” IEEE Transactions on Aerospaceand Electronic Systems, vol. 54, no. 2, pp. 794-807, April 2018.

23. S. Marano and P. Willett, “Profiling Agents in Networks by Simply Knowing How toCount,” IEEE Transactions on Aerospace and Electronic Systems, vol. 54, no. 2, pp. 629-641, April 2018.

24. M. Li, C. Sun and P. Willett, “Performance of Mode Space Detector in Uncertain ShallowWater and Its Robust Realization,” IEEE Journal of Oceanic Engineering, vol. 43, no. 1,pp. 131-144, January 2018.

25. S. Bordonaro, P. Willett and Y. Bar-Shalom, “Consistent Linear Tracker with ConvertedRange, Bearing and Range Rate Measurements,” IEEE Transactions on Aerospace andElectronic Systems, vol. 53, no. 6, pp. 3135-3149, December 2017.

26. S. Bordonaro, P. Willett, Y. Bar-Shalom, T. Luginbuhl and M. Baum, “Extended Ob-ject Tracking with Exploitation of Range-Rate Measurements,” Journal of Advances inInformation Fusion, vol. 12, no. 2, pp. 228-239, December 2017.

27. K. Yang, Y. Bar-Shalom, P. Willett, Z. Freund and R. Ben-Dov, “Statistically EfficientPassive Ranging Using Signal Intensity Observations from a Single Fixed Sensor ”, IEEETransactions on Aerospace and Electronic Systems, vol. 53, no. 6, pp. 2806-2813, December2017.

28. K. Romeo, Y. Bar-Shalom and P. Willett, “Detecting Low SNR Tracks with OTHR Usinga Refraction Model,” IEEE Transactions on Aerospace and Electronic Systems, vol. 53,no. 6, pp. 3070-3078, December 2017.

29. G. Vivone, L. Millefiori, P. Braca and P. Willett, “Performance Assessment of Vessel Dy-namic Models for Long-term Prediction Using Heterogeneous Data,” IEEE Transactionson Geoscience and Remote Sensing, vol. 55, no. 11, pp. 6522-6546, November 2017.

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30. Q. Lu, K. Domrese, P. Willett, Y. Bar-Shalom and K. Pattipati, “A Bootstrapped PMHTwith Feature Measurements,” IEEE Transactions on Aerospace and Electronic Systems,vol. 53, no. 5, pp.2559-2571, October 2017.

31. G. Vivone, K. Granstrom, P. Braca and P. Willett, “Multiple Sensor Measurement Up-dates for the Extended Target Tracking Random Matrix Model,” IEEE Transactions onAerospace and Electronic Systems, vol. 53, no. 5, pp.2544-2558, October 2017.

32. Q. Lu, Y. Bar-Shalom, P. Willett, F. Palmieri and F. Daumm “Multidimensional Cramer-Rao-Leibniz Lower Bound for Likelihood Functions with Parameter-Dependent Support,”IEEE Transactions on Aerospace and Electronic Systems, vol. 53, no. 5, pp. 2331-2343,October 2017.

33. D. Pasupuleti, P. Mannaru, B. Balasingam, M. Baum, K. Pattipati, P. Willett, C. Lintz,G. Commeau, F. Dorigo & J. Fahrny, “Cognitive Video Streaming,” Journal of Advancesin Information Fusion, vol. 12, no. 1, pp. 41-57, July 2017.

34. F. Meyer, P. Braca, P. Willett and F. Hlawatsch, “A Scalable Algorithm for Trackingan Unknown Number of Targets Using Multiple Sensors,” IEEE Transactions on SignalProcessing, vol. 65, no. 13, pp. 3478-3493, June 2017.

35. D. Cuionzo, P. Salvo Rossi and P. Willett “Generalized Rao Test for Decentralized De-tection of an Uncooperative Target,” IEEE Signal Processing Letters, vol. 24, no. 5, pp.678-682, May 2017.

36. V.-L. Do, L. Fillatre, P. Willett and I. Nikiforov, “Security of SCADA Systems AgainstCyber-Physical Attacks,” IEEE AES Systems Magazine,vol. 33, no. 5, May 2017.

37. D. Crouse and P. Willett, “Computation of Target-Measurement Association ProbabilitiesUsing the Matrix Permanent,” IEEE Transactions on Aerospace and Electronic Systems,vol. 53, no. 2, pp. 698-702, March 2017.

38. R. Jin, B. Wang, W. Wei, X. Zhang, X. Chen, Y. Bar-Shalom and P. Willett, “DetectingNode Failures in Mobile Ad-hoc Networks: A Probabilistic Approach,” IEEE Transactionon Mobile Computing, vol. 15, no. 7, July 2016.

39. G. Vivone, P. Braca, K. Granstrom and P. Willett, “Multistatic Bayesian Extended TargetTracking,” IEEE Transactions on Aerospace and Electronic Systems, vol. 52, no. 6, pp.2626-2643, November 2016.

40. L. Millefiori, P. Braca and P. Willett, “Consistent Estimation of Randomly SampledOrnstein-Uhlenbeck Process Long-Run Mean for Long-Term Target State Prediction,”IEEE Signal Processing Letters, vol. 23, no. 11, pp. 1562-1566, November 2016.

41. X. Li, P. Willett, M. Baum and Y. Li, “PMHT Approach for Underwater Bearing-onlyMultisensor Multitarget Tracking in Clutter,” IEEE Journal of Oceanic Engineering, vol.41, no. 4, pp. 831-839, October 2016.

42. P. Braca, L. Millefiori, K. Bryan and P. Willett, “Modeling Vessel Kinematics Using aStochastic Mean-Reverting Process for Long-Term Prediction,” IEEE Transactions onAerospace and Electronic Systems, vol. 52, Nov. 5, pp. 2313-2330, September 2016.

43. G. Papa, P. Braca, S. Horn, S. Marano, V. Matta and P. Willett, “Multisensor AdaptiveBayesian Tracking Under Time-Varying Target Detection Probability,” IEEE Transactionson Aerospace and Electronic Systems, vol. 52, no. 5, pp. 2193-2209, September 2016.

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44. S. Marano, V. Matta and P. Willett, “The Importance of Being Earnest: Social SensingWith Unknown Agent Quality,” IEEE Transactions on Signal and Information Processingover Networks, vol. 2, no. 3, pp. 306-320, September 2016.

45. K. Granstrom, P. Willett and Y. Bar-Shalom, “Asymmetric Threat Modeling Using HMMs:Bernoulli Filtering and Detectability Analysis,” IEEE Transactions on Signal Processing,vol. 64, no. 10, pp. 2587-2601, May 2016.

46. K. Granstrom, P. Willett and Y. Bar-Shalom “Approximate Multi-Hypothesis Multi-Bernoulli Multi-Object Filtering Made Multi-Easy,” IEEE Transactions on Signal Pro-cessing, vol. 64, no. 7, pp. 1784-1797, April 2016.

47. S. Schoenecker, P. Willett and Y. Bar-Shalom, “The Effect of K-Distributed Clutter onTrackability,” IEEE Transactions on Signal Processing, vol. 64, no. 2, pp. 475-484, January2016.

48. P. Carroll, K. Domrese, H. Zhou, S. Zhou, P. Willett, “Doppler-aided Localization ofMobile Nodes in an Underwater Distributed Antenna System,” Physical Communication(Elsevier), December 2015. DOI: 10.1016/j.phycom.2015.08.008.

49. K. Romeo, Y. Bar-Shalom and P. Willett, “Fusion of Multichannel Data with ML-PMHTfor Very Low SNR Track Detection in an OTHR,” Journal on Advances in InformationFusion, vol. 10, no. 2, pp. 113-124, December 2015.

50. R. Osborne, Y. Bar-Shalom and P. Willett, “Fusion of Asynchronous Passive Measure-ments”, ISIF Journal on Advances in Information Fusion (JAIF), vol. 10, no. 2, pp. 199-211, December 2015.

51. W. Dou, Y. Bar-Shalom and P. Willett, “Bistatic Measurement Fusion from MultistaticConfigurations for Air Collision Warning,” ISIF Journal on Advances in Information Fu-sion (JAIF), vol. 10, no. 2, pp. 163-182, December 2015.

52. M. Baum, P. Willett and U. Hanebeck, “On Wasserstein Barycenters and MMOSPA Esti-mates,” IEEE Signal Processing Letters, vol. 22, no. 10, pp. 1511-1151, October 2015.

53. K. Granstrom, P. Willett and Y. Bar-Shalom, “Systematic approach to IMM mixing forunequal dimension states,” IEEE Transactions on Aerospace and Electronic Systems, vol.51, no. 4, pp. 2975-2986, October 2015.

54. S. Marano, V. Matta and P. Willett, “Sensor Network Tomography: The Revenge of theDetected,” IEEE Transactions on Signal Processing, vol. 63, no. 16, pp. 4329-4338, August2015.

55. K. Romeo, P. Willett and Y. Bar-Shalom, “Particle Filter Tracking for the Banana andContact Lens Problem,” IEEE Transactions on Aerospace and Electronic Systems, vol. 51,no. 3, pp. 1098-1110, July 2015.

56. S. Choi, D. Crouse, P. Willett and S. Zhou, “Multistatic Target Tracking for Passive Radarin a DAB/DVB Network: Initiation,” IEEE Transactions on Aerospace and ElectronicSystems, vol. 51, no. 3, pp. 2460-2469, July 2015.

57. M. Baum, P. Willett and U. Hanebeck, “Polynomial-Time Algorithms for the Exact MMO-SPA Estimate for Particles,” IEEE Transactions on Signal Processing, vol. 22, no. 10, pp.2476-2484, May 2015.

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58. S. Schoenecker, P. Willett and Y. Bar-Shalom, “Extreme-Value Analysis for ML-PMHT,Part 1: Threshold Determination for False Track Probability,” IEEE Transactions onAerospace and Electronic Systems, vol. 50, no. 4, pp. 2500-2514, October 2014.

59. S. Schoenecker, P. Willett, Y. Bar-Shalom and T. Luginbuhl, “Extreme-Value Analysis forML-PMHT, Part 2: Probability of Target Track Detection and the Fundamental Tracka-bility of Targets,” IEEE Transactions on Aerospace and Electronic Systems, vol. 50, no. 4,pp. 2515-2527, October 2014.

60. Y. Bar-Shalom, P. Willett, R. Osborne and F. Daum, “CRLB for Likelihood Functions withParameter-Dependent Support,” IEEE Transactions on Aerospace and Electronic Systems,vol. 50, no. 3, pp. 2399-2405, July 2014.

61. T. Yuan, Y. Bar-Shalom, P. Willett, R. Ben-Dov and S. Pollak, “Estimation of ThrustingTrajectories in 3-D from a Single Fixed Passive Sensor,” IEEE Transactions on Aerospaceand Electronic Systems, vol. 50, no. 3, pp. 2096-2108, July 2014.

62. S. Choi, P. Willett and S. Zhou, “The PMHT for Passive Radar in a DAB/DVB Network,”Journal on Advances in Information Fusion, vol. 9, no. 1, June 2014.

63. R. Grasso, P. Braca, J. Osler, J. Hansen, P. Willett, “Optimal Asset Network Planning:Integration of Environmental Data and Sensor Performance for Counter Piracy, Part 2:Results,” IEEE AES Magazine,vol. 29, no. 6, June 2014.

64. R. Grasso, P. Braca, J. Osler, J. Hansen, P. Willett, “Optimal Asset Network Planning:Integration of Environmental Data and Sensor Performance for Counter Piracy, Part 1:Under the Hood,” IEEE AES Magazine, vol. 29, no. 5, May 2014.

65. P. Braca, P. Willett, K. LePage, S. Marano and V. Matta, “Underwater Wireless SensorNetworks with Port-Starboard Ambiguity,” IEEE Transactions on Signal Processing, vol.62, no. 7, pp. 1864-1877, April 2014.

66. S. Bordonaro, P. Willett and Y. Bar-Shalom, “Decorrelated, Unbiased Converted Measure-ment Kalman Filter,” IEEE Transactions on Aerospace and Electronic Systems, Vo. 50,no. 2, pp. 1431-1444, April 2014.

67. S. Schoenecker, P. Willett and Y. Bar-Shalom, “ML-PDA and ML-PMHT: ComparingMultistatic Sonar Trackers for VLO Targets Using a New Multitarget Implementation,”IEEE Journal of Oceanic Engineering, vol. 39, no. 2, pp. 303-317, April 2014.

68. S. Choi, D. Crouse, P. Willett and S. Zhou, “Approaches to Cartesian Data AssociationPassive Radar Tracking in a DAB/DVB Network,” IEEE Transactions on Aerospace andElectronic Systems, vol. 50, no. 1, pp. 649-663, January 2014.

69. D. Ciuonzo, P. Willett and Y. Bar-Shalom, “On Platform Localization through its ML-PDAEstimates from Wideband Passive Sonar: Estimation of the Stealthy Estimator,” IEEETransactions on Aerospace and Electronic Systems, vol. 50, no. 1, pp. 573-590, January2014.

70. T. Yuan, Y. Bar-Shalom, P. Willett and D. Hardiman, “Impact Point Prediction for Thrust-ing Projectiles in the Presence of Wind,” IEEE Transactions on Aerospace and ElectronicSystems, vol. 50, no. 1, pp. 102-119, January 2014.

71. X. Song, P. Willett and S. Zhou, “Bearings-only Localization with NLOS Reflected AoAs,”Journal of Advances in Information Fusion, vol. 8, no. 1, pp. 3-14, January 2014 .

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72. S. Choi, B. Balasingam and P. Willett, “Testing Under Communication Constraints,” ISIFJournal on Advances in Information Fusion (JAIF), vol. 8, no. 2, pp. 143-155, December2013.

73. S. Schoenecker, P. Willett and Y. Bar-Shalom, “The ML-PMHT Multistatic Tracker forSharply Maneuvering Targets,” IEEE Transactions on Aerospace and Electronic Systems,vol. 49, no. 4, pp. 2235-2249, October 2013.

74. D. Ciuonzo, G. Papa, G. Romano, P. Salvo Rossi, and P. Willett, “One-bit DecentralizedDetection with Rao Test for Multisensor Fusion,” IEEE Signal Processing Letters, vol. 20,no. 9, pp. 861-864, September 2013.

75. S. Marano, V. Matta and P. Willett, “Nearest-Neighbor Distributed Learning by OrderedTransmissions,” IEEE Transactions on Signal Processing, vol. 61, no. 21, pp. 5217-5230,September 2013.

76. D. Crouse, R. Osborne, K. Pattipati, P. Willett, and Y. Bar-Shalom, “2D Location and Ori-entation Estimation of Angle-Only Sensor Arrays Using Targets of Opportunity,” Journalof Advances in Information Fusion, vol. 8, no. 1, pp. 73-89, June 2013.

77. X. Song, W. Blair, P. Willett and S. Zhou, “Dominant-plus-Rayleigh Models for RCS:Swerling III/IV vs. Rician,” IEEE Transactions on Aerospace and Electronic Systems, vol.49, no. 3, pp. 2058-2064, July 2013.

78. P. Braca, S. Marano, V. Matta and P. Willett, “Asymptotic Efficiency of the PHD in Mul-titarget/Multisensor Estimation,” IEEE Journal on Special Topics in Signal Processing,vol. 7, no. 3, pp. 1-12, June 2013.

79. Z. Wang, S. Zhou, J. Catipovic and P. Willett, “Asynchronous Multiuser Reception forOFDM in Underwater Acoustic Communications,” IEEE Transactions on Wireless Com-munications, vol. 12, no. 3, pp. 1050-1061, March 2013.

80. X. Song, P. Willett and S. Zhou, “Range Bias Modeling for Hyperbolic Frequency Modu-lated Waveforms in Target Tracking,” IEEE Journal of Oceanic Engineering, vol. 37, no.4, pp. 670-679, October 2012.

81. T. Yuan, Y. Bar-Shalom, P. Willett, E. Mozeson, S. Pollak, D. Hardiman, “A MultipleIMM Approach with Unbiased Mixing for Thrusting Projectiles,” IEEE Transactions onAerospace and Electronic Systems, vol. 48, no. 4, pp. 3250-3267, October 2012.

82. X. Song, P. Willett and S. Zhou, “On Fisher Information Reduction for Target Localizationwith Imperfect Detection,” Transactions on Aerospace and Electronic Systems, vol. 48, no.4, pp. 3994-3702, October 2012.

83. R. Georgescu and P. Willett, “RFS MCMC Predetection Fusion Applied to MultistaticSonar Data,” IEEE Transactions on Aerospace and Electronic Systems, vol. 48, no. 4, pp.2894-2907, October 2012.

84. P. Willett, J. Reinert and R. Lynch, “Some Analysis of the LPI Concept for Active Sonar,”IEEE Journal of Oceanic Engineering, vol. 37, no. 3, pp. 446-455, July 2012.

85. P. Carroll, S. Zhou, H. Zhou, X. Xu, J.-H. Cui and P. Willett, “Underwater Localizationand Tracking of Physical Systems,” Journal of Electrical and Computer Engineering –Special Issue on Underwater Sensor Nodes and Underwater Sensor Networks, vol. 2012,Article ID 683919, doi:10.1155/2012/683919, July 2012.

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86. Z. Guo, J. Huang, B. Wang, J.-H. Cui, S. Zhou and P. Willett, “A Practical Joint Network-Channel Coding Scheme for Reliable Communication in Wireless Networks,” IEEE Trans-actions on Wireless Communications, vol. 11, no. 6, pp. 2084-2094, June 2012.

87. R. Osborne, Y. Bar-Shalom, and P. Willett, “Track-to-Track Association with AugmentedState,” Journal of Advances in Information Fusion, vol. 7, no. 1, pp. 78-90, June 2012.

88. X. Song, P. Willett and S. Zhou, “Posterior Cramer-Rao Bounds for Doppler Biased Dis-tributed Tracking,” Journal of Advances in Information Fusion, vol. 7, no. 1, pp. 16-27,June 2012.

89. R. Georgescu, P. Willett, S. Marano and V. Matta, “Predetection Fusion in Large SensorNetworks with Unknown Target Locations,” Journal of Advances in Information Fusion,vol. 7, no. 1, pp. 61-77, June 2012.

90. Z. Wang, S. Zhou, J. Preisig, K. Pattipati and P. Willett, “Clustered Adaptation forEstimation of Time-Varying Underwater Acoustic Channels,” IEEE Transactions on SignalProcessing, vol. 60, no. 6, pp. 3079-3091, June 2012.

91. R. Georgescu and P. Willett, “The GM-CPHD Tracker Applied to Real and RealisticMulti-Static Sonar Datasets,” IEEE Journal on Oceanic Engineering, vol. 37, no. 2, pp.220-235, April 2012.

92. R. Georgescu and P. Willett, “The Multiple Model CPHD,” IEEE Transactions on SignalProcessing, vol. 60, no. 4, pp. 1741-1751, April 2012.

93. Z. Wang, S. Zhou, J. Catipovic and P. Willett, “Parameterized Cancellation of Partial-Band Partial-Block-Duration Interference for Underwater Acoustic OFDM ,” IEEE Trans-actions on Signal Processing, vol. 60, no. 4, pp. 1782-1795, April 2012.

94. J. Huang, S. Zhou, J. Huang, J. Preisig, L. Freitag and P. Willett “Progressive Intercarrierand Co-channel Interference Mitigation for Underwater Acoustic MIMO-OFDM,” WirelessCommunications and Mobile Computing (Wiley), February 2012.

95. X. Song, P. Willett, S. Zhou and P. Luh, “The MIMO Radar and Jammer Games,” IEEETransactions on Signal Processing, vol. 60, no. 2, pp. 687-699, February 2012.

96. R. Georgescu and P. Willett, “Predetection Fusion with Doppler Measurements and Am-plitude Information,” IEEE Journal on Oceanic Engineering, vol. 37, no. 1, pp. 56-65,January 2012.

97. X. Song, P. Willett, J. Glaz and S. Zhou, “Active Detection With A Barrier Sensor NetworkUsing A Scan Statistic,” IEEE Journal on Oceanic Engineering, vol. 37, no. 1, pp. 66-74,January 2012.

98. D. Crouse, U. Nickel and P. Willett, “Comments on: Closed-Form Four-Channel MonopulseTwo-Target Resolution,” IEEE Transactions on Aerospace and Electronic Systems, vol. 48,no. 1, pp. 913-916, January 2012.

99. J. Huang, S. Zhou, J. Huang, C. Berger and P. Willett, “Progressive Inter-carrier Interfer-ence Equalization for OFDM Transmission over Time-varying Underwater Acoustic Chan-nels,” IEEE Journal of Selected Topics in Signal Processing, vol. 5, no. 8, pp. 1524-1536,December 2011.

100. L. Svensson, D. Svensson, M. Guerriero, and P. Willett, “Set JPDA Filter for Multitar-get Tracking,” IEEE Transactions on Signal Processing, vol. 59, no. 10, pp. 4677-4691,November 2011.

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101. D. Crouse, P. Willett and Y. Bar-Shalom, “Developing a Real-Time Display of the MHTthat Operators Do Not Hate,” IEEE Transactions on Signal Processing, vol. 59, no. 7, pp.3441-3447, July 2011.

102. R. Osborne, Y. Bar-Shalom, P. Willett and G. Baker, “Design of an Adaptive PassiveCollision Warning System for UAVs,” IEEE Transactions on Aerospace and ElectronicSystems, vol. 47, no. 3, pp. 2169-2189, July 2011.

103. P. Braca, S. Marano, V. Matta and P. Willett, “Consensus-Based Page’s Test in SensorNetworks,” Signal Processing, vol. 91, no. 4, pp. 919-930, April 2011.

104. Y. Bar-Shalom, X. Zhang and P. Willett, “A Simplification of the Dynamic Cramer-RaoBound for Target Tracking in Clutter,” IEEE Transactions on Aerospace and ElectronicSystems, vol. 47, no. 2, pp. 1481-1482, April 2011.

105. M. Ulmke, O. Erdinc and P. Willett, “Gaussian Mixture Cardinalized PHD Filter forGround Moving Target Tracking,” IEEE Transactions on Aerospace and Electronic Sys-tems, vol. 46, no. 4, pp. 1821-1833, October 2010.

106. V. Ravindra, Y. Bar-Shalom and P. Willett, “Projectile Identification and Impact PointPrediction,” IEEE Transactions on Aerospace and Electronic Systems. vol. 46, no. 1, pp.2004 - 2021, October 2010.

107. J. Huang, J. Huang, C. Berger, S. Zhou and P. Willett, “Iterative Sparse Channel Esti-mation and Decoding for Underwater MIMO-OFDM,” EURASIP Journal on Advances inSignal Processing, vol. 2010, Article ID 460379, 11 pages doi:10.1155/2010/460379.

108. P. Braca, M. Guerriero, S. Marano, V. Matta and P. Willett, “Selective MeasurementTransmission in Distributed Estimation with Data Association,” IEEE Transactions onSignal Processing, vol. 58, no. 8, pp. 4311-4321, August 2010.

109. X. Song, S. Zhou and P. Willett, “Reducing the Waveform Cross-correlation of MIMORadar with Space Time Coding,” IEEE Transactions on Signal Processing, vol. 58, no. 8,pp. 4213-4224, August 2010.

110. M. Guerriero, V. Pozdnyakov, J. Glaz and P. Willett, “A Repeated Significance Test WithApplications To Sequential Detection In Sensor Networks,” IEEE Transactions on SignalProcessing, vol. 58, no. 7, pp. 3426-3435, July 2010.

111. S. Coraluppi, M. Guerriero, P. Willett and C. Carthel, “Fuse-before-Track in Large SensorNetworks,” Journal on Advances in Information Fusion, vol. 5, no. 1, June 2010.

112. M. Guerriero, L. Svensson and P. Willett, “Bayesian Data Fusion For Distributed TargetDetection In Sensor Networks,” IEEE Transactions on Signal Processing, vol. 58, no. 6,pp. 3417-3421, June 2010.

113. M. Guerriero, S. Marano, V. Matta and P. Willett, “Optimal Relay Function In The Low-Power Regime For Distributed Estimation With Correlated Observations,” IEEE Trans-actions on Signal Processing, vol. 58, no. 5, pp. 2907-2911, May 2010.

114. C. Berger, S. Choi, S. Zhou and P. Willett, “Channel Energy Based Estimation of TargetTrajectories Using Distributed Sensors with Low Communication Rate,” IEEE Transac-tions on Signal Processing, vol. 58, no. 4, pp. 2339 - 2350, April 2010.

115. J. Huang, S. Zhou and P. Willett, “Structure, Property, and Design of Nonbinary RegularCycle Codes,” IEEE Transactions on Communications, vol. 58, no. 4, pp. 1060-1071, April2010.

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116. C. Berger, S. Zhou, J. Preisig and P. Willett, “Sparse Channel Estimation for MulticarrierUnderwater Acoustic Communication: From Subspace Methods to Compressed Sensing,”IEEE Transactions on Signal Processing, vol. 58, no. 3 (Part 2), pp. 1708 - 1721, March2010.

117. D. Crouse, Y. Bar-Shalom and P. Willett, “A Low-Complexity Sliding-Window KalmanFIR Smoother for Discrete-Time Models,” IEEE Signal Processing Letters, vol. 17, no. 2,pp. 177-180, February 2010.

118. C. Berger, B. Demissie, and J. Heckenbach, P. Willett, S. Zhou, “Signal Processing forPassive Radar Using OFDM Waveforms,” IEEE Journal on Selected Topics in Signal Pro-cessing, vol. 4, no. 1, pp. 226-238, February 2010.

119. P. Braca, S. Marano, V. Matta, P. Willett, “Asymptotic Optimality of Running Consensusin Testing Binary Hypotheses,” IEEE Transactions on Signal Processing, vol. 58, No, 2,pp. 814-825 February 2010.

120. D. Crouse, M. Guerriero and P. Willett, “A Critical Look at the PMHT,” Journal onAdvances in Information Fusion, vol. 4, no. 2, pp. 93-116, December 2009.D. Crouse, L. Zheng and P. Willett, “Correction to: ‘A Critical Look at the PMHT’,”Journal on Advances in Information Fusion, vol. 7, no. 1, pp. 97-98, June 2012.

121. O. Erdinc, P. Willett and Y. Bar-Shalom, “The Bin-Occupancy Filter and its Connection tothe PHD Filters,” IEEE Transactions on Signal Processing, vol. 57, no. 11, pp. 4232-4246,November 2009.

122. W. Blanding, P. Willett, Y. Bar-Shalom and S. Coraluppi, “Multisensor Track Manage-ment for Targets with Fluctuating SNR,” IEEE Transactions on Aerospace and ElectronicSystems, vol. 45, no. 4, pp. 1275-1292, October 2009.

123. B. Li, J. Huang, S. Zhou, K. Ball, M. Stojanovic, L. Freitag and P. Willett, “ReceiverComparisons on an OFDM Design for Doppler Spread Channels,” IEEE Journal of OceanicEngineering, vol. 34, no. 4, pp. 634-644, October 2009.

124. C. Berger, M. Guerriero, S. Zhou and P. Willett, “PAC vs. MAC for Decentralized De-tection using Noncoherent Modulation,” IEEE Transactions on Signal Processing, vol. 57,no. 9, pp. 3562 - 3575, September 2009.

125. M. Guerriero, P. Willett and J. Glaz, “Distributed Target Detection in Sensor NetworksUsing Scan Statistics,” IEEE Transactions on Signal Processing, vol. 57, no. 7, pp. 2629 -2639, July 2009.

126. S. Ruan, Y. Zhou, F. Yu, K. Pattipati, P. Willett and A. Patterson-Hine, “DynamicMultiple Fault Diagnosis with Imperfect Tests,” IEEE Transactions on Systems, Man andCybernetics – Part A, Systems and Humans, vol. 39, no. 6, pp. 1224-1236, July 2009.

127. J. Huang, S. Zhou, J. Zhu, and P. Willett, “Group-Theoretic Analysis of Cayley-Graph-Based Cycle GF(2p) Codes,” IEEE Transactions on Communications, vol. 57, no. 6, pp.1560-1565, June 2009.

128. S. Marano, V. Matta and P. Willett, “Distributed Detection with Censoring Sensors underPhysical Layer Secrecy,” IEEE Transactions on Signal Processing, vol. 57, no. 5, pp. 1976-1986, May 2009.

129. X. Zhang, P. Willett and Y. Bar-Shalom, “Detection and Localization of Multiple Unre-solved Extended Objects via Monopulse Radar Signal Processing,” IEEE Transactions onAerospace and Electronic Systems, vol. 45, no. 2, pp. 455-472, April 2009.

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130. M. Guerriero, S. Marano, V. Matta and P. Willett, “Stochastic Resonance in SequentialDetectors,” IEEE Transactions on Signal Processing, vol. 57, no. 1, pp. 2-15, January 2009.

131. S. Singh, H. Tu, W. Donat, K. Pattipati and P. Willett, “Anomaly Detection via Feature-Aided Tracking and Hidden Markov Models,” IEEE Transactions on Systems, Man &Cybernetics, Part A: Systems and Humans, vol. 39, no. 1, pp. 144-159, January 2009.

132. J. Huang, S. Zhou and P. Willett, “Nonbinary LDPC Coding for Multicarrier UnderwaterAcoustic Communications,” IEEE JSAC Special Issue on Underwater Wireless Commu-nications and Networks, vol. 26, no. 9, pp. 1684-1696, December 2008.

133. S. Mason, C. Berger, S. Zhou and P. Willett, “Detection, Synchronization, and DopplerScale Estimation with Multicarrier Waveforms in Underwater Acoustic Communications,”IEEE JSAC Special Issue on Underwater Wireless Communications and Networks, vol. 26,no. 9, pp. 1638-1649, December 2008.

134. D. Crouse, C. Berger, S. Zhou and P. Willett, “Optimal Memoryless Relays with Non-coherent Modulation,” IEEE Transactions on Signal Processing, vol. 56, no. 12, pp. 5962-5975, December 2008.

135. C. Berger, S. Zhou, Y. Wen, P. Willett and K. Pattipati, “Optimizing Joint Erasure-and Error-Correction Coding for Wireless Packet Transmissions,” IEEE Transactions onWireless Communications, Volume 7, Issue 11 (Part 2), pp. 4586-4595, November 2008.

136. M. Guerriero, S. Marano, V. Matta and P. Willett, “Some Aspects of DOA EstimationUsing a Network of Blind Sensors,” Signal Processing (Elsevier), Volume 88, Issue 11, pp.2640-2650, November 2008.

137. C. Berger, S. Zhou, Z. Tian and P. Willett, “Performance Analysis of a MAP Fine TimingAlgorithm in UWB Multiband OFDM,” IEEE Transactions on Communications, Volume56, Issue 10, pp. 1606-1611, October 2008.

138. O. Erdinc, C. Brideau, P. Willett and T. Kirubarajaran, “Fast Diagnosis with Sensors ofUncertain Quality,” IEEE Transactions on Systems, Man & Cybernetics, Part B: Cyber-netics, vol. 38, no. 4, pp. 1157-1165, October 2008.

139. C. Berger, S. Zhou, P. Willett and L. Liu, “Stratification Effect Compensation for Im-proved Underwater Acoustic Ranging,” IEEE Transactions on Signal Processing, Volume56, Number 8, pp. 3779-3783, August 2008.

140. B. Li, S. Zhou, M. Stojanovic, L. Freitag and P. Willett, “Multicarrier CommunicationOver Underwater Acoustic Channels With Nonuniform Doppler Shifts,” IEEE Journal ofOceanic Engineering, vol. 33, no. 2, pp. 198-209, April 2008.

141. O. Gerard, C. Carthel, S. Coraluppi and P. Willett, “Feature-Aided Tracking for MarineMammal Detection and Classification,” Canadian Journal of Acoustics, vol. 36, no. 1,March 2008.

142. W. Blanding, P. Willett and Y. Bar-Shalom, “ML-PDA: Advances and a New MultitargetApproach,” Hindawi EURASIP Journal on Advances in Signal Processing, Open AccessArticle ID 260186, 2008.

143. A. Isaac, P. Willett and Y. Bar-Shalom, “Quickest Detection and Tracking of SpawningTargets Using Monopulse Radar Channel Signals,” IEEE Transactions on Signal Process-ing, vol. 56, no. 3, pp. 1302-1308, March 2008.

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144. S. Marano, V. Matta, L. Tong, and P. Willett, “Distributed Estimation in Large Wire-less Sensor Networks via a Locally Optimum Approach,” IEEE Transactions on SignalProcessing, vol. 56, no. 2, pp. 748-756, February 2008.

145. Y. Ruan, P. Willett, A. Marrs, S. Marano and F. Palmieri, “Practical Fusion of QuantizedMeasurements via Particle Filtering”, IEEE Transactions on Aerospace and ElectronicSystems, vol. 44, no. 1, pp. 15-29, January 2008.

146. O. Erdinc, C. Brideau, P. Willett and T. Kirubarajaran, “The Problem of Test Latency inMachine Diagnosis,” IEEE Transactions on Systems, Man & Cybernetics, Part A: Systemsand Humans, vol. 38, no. 1, pp. 88-92, January 2008.

147. W. Blanding, P. Willett, Y. Bar-Shalom and R. Lynch, “Directed Subspace Search ML-PDA with Application to Active Sonar Tracking,” IEEE Transactions on Aerospace andElectronic Systems, vol. 44, no. 1, pp. 201-216, January 2008.

148. S. Marano, V. Matta and P. Willett, “Asymptotic Design of Quantizers for DecentralizedMMSE Estimation,” IEEE Transactions on Signal Processing, vol. 55, no. 11, pp. 5485-5496, November 2007.

149. S. Marano, V. Matta, L. Tong, and P. Willett, “A Likelihood Based Multiple Access forEstimation in Sensor Networks,” IEEE Transactions on Signal Processing, vol. 55, no. 11,pp. 5155-5166, November 2007.

150. E. Phelps, P. Willett, T. Kirubarajan and C Brideau, “Predicting Time To Failure Usingthe IMM and Excitable Tests,” IEEE Transactions on Systems, Man & Cybernetics, PartA: Systems and Humans, vol. 37, no. 5, pp. 630-642, September 2007.

151. P. Willett, W.D. Blair and X. Zhang, “The Multi-Target Monopulse CRLB for MatchedFilter Samples,” IEEE Transactions on Signal Processing vol. 55, no. 8, pp. 4183-4197,August 2007.

152. A. Isaac, P. Willett and Y. Bar-Shalom, “MCMC Methods for Tracking Two Closely SpacedTargets Using Monopulse Radar Channel Signals,” IET Proceedings on Radar, Sonar andNavigation, vol. 1, no. 3, pp. 221-229, July 2007.

153. S. Zhou and P. Willett, “Submarine Location Estimation via a Network of Detection-OnlySensors,” IEEE Transactions on Signal Processing, vol. 55, no. 7, pp. 3104-3115, July 2007.

154. O. Erdinc, P. Willett and S. Coraluppi, “Multistatic Sensor Placement: A Tracking Ap-proach,” Journal of Advances in Information Fusion, vol. 2, Number 1, pp. 22-34, July2007.

155. W. Blanding, P. Willett and Y. Bar-Shalom, “Offline and Real-Time Methods for ML-PDATrack Validation,” IEEE Transactions on Signal Processing, vol. 55, no. 5 (Part 2), pp.1994-2006, May 2007.

156. Y. Chen, Q. Zhu and P. Willett, “Frequency Tracking in Optical Doppler TomographyUsing an Adaptive Notch Filter,” Journal of Biomedical Optics, Online Journal Item #014018, January/February 2007.

157. C. Berger, S. Zhou, P. Willett and P. Swaszek, “Deflection-Optimal Data Forwarding Overa Gaussian Multiaccess Channel,” IEEE Communications Letters, vol. 11, no. 1, pp. 1-3,January 2007.

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158. S. Zhou, B. Li and P. Willett, “Recursive and Trellis-based Feedback Reduction for MIMO-OFDM with Rate-Limited Feedback,” IEEE Transactions on Wireless Communications,vol. 5, no. 12, pp. 3400-3405, December 2006.

159. S. Marano, V. Matta, P. Willett and L. Tong, “Cross-Layer Design of Sequential Detectorsin Sensor Networks,” IEEE Transactions on Signal Processing, vol. 54, no. 11, pp. 4105-4117, November 2006.

160. S. Marano, V. Matta and P. Willett, “Quantizer Precision for Distributed Estimation ina Large Sensor Network,” IEEE Transactions on Signal Processing, vol. 54, no. 10, pp.4073-4078, October 2006.

161. A. Isaac, P. Willett and Y. Bar-Shalom, “A Particle Filter for Tracking Two Closely SpacedObjects Using Monopulse Radar,” IEEE Signal Processing Letters, vol. 13, no. 6, pp. 357-360, June 2006.

162. X. Zhang, P. Willett and Y. Bar-Shalom, “Uniform Versus Nonuniform Sampling WhenTracking in Clutter,” IEEE Transactions on Aerospace and Electronic Systems, vol. 42,no. 2, pp. 388-400, April 2006.

163. S. Marano, V. Matta, P. Willett and L. Tong, “Support-Based and ML Approaches toDOA Estimation in a Dumb Sensor Network,” IEEE Transactions on Signal Processing,vol. 54, no. 4, pp. 1563-1567, April 2006.

164. H. Tu, J. Allanach, S. Singh, K. Pattipati and P. Willett, “Information Integration viaHierarchical and Hybrid Bayesian Networks,” IEEE Transactions on Systems, Man &Cybernetics, Part A: Systems and Humans, vol. 36, no. 1, pp. 19-33, January, 2006.

165. X. Zhang, S. Zhou and P. Willett, “Loading for Parallel Binary Channels,” IEEE Trans-actions on Communications, vol. 54, no. 1, pp51-55, January 2006.

166. Z. Wang and P. Willett, “A Variable Threshold Page Procedure for Detection of TransientSignals,” IEEE Transactions on Signal Processing, vol. 53, no. 11, pp. 4397-4402, November2005.

167. S. Marano, V. Matta, P. Willett and L. Tong, “DOA Estimation via a Network of DumbSensors Under the SENMA Paradigm,” IEEE Signal Processing Letters, vol. 12, no. 10,pp. 709-712, October 2005.

168. X. Zhang, P. Willett and Y. Bar-Shalom, “A Dynamic Cramer-Rao Lower Bound for TargetTracking in Clutter,” IEEE Transactions on Aerospace and Electronic Systems, vol. 41, no.4, pp. 1154-1157, October 2005.

169. X. Zhang, P. Willett, Y. Bar-Shalom and I. Segall, “Applications of Level Crossing Theoryto Target Intervisibility: To Be Seen Or Not To Be Seen?” IEEE Transactions on Aerospaceand Electronic Systems, vol. 41, no. 3, pp. 840-852, July 2005.

170. Y. Ruan and P. Willett, “A Quantization Architecture for Track Fusion,” IEEE Transac-tions on Aerospace and Electronic Systems, vol. 41, no. 2, pp. 671-680, April 2005.

171. X. Zhang, P. Willett and Y. Bar-Shalom, “Monopulse Radar Detection and Localizationof Multiple Unresolved Targets via Joint Bin Processing,” IEEE Transactions on SignalProcessing, vol. 53, no. 4, pp. 1225-1236, April 2005.

172. V. Matta, S. Marano and P. Willett, “Some Approaches to Quantization for DistributedEstimation With Data Association,” IEEE Transactions on Signal Processing, vol. 53, no.3, pp. 885-895, March 2005.

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173. B. Chen and P. Willett, “On the Optimality of the Likelihood Ratio Test for Local SensorDecision Rules in the Presence of Non-Ideal Channels,” IEEE Transactions on InformationTheory, vol. 51, no. 2, pp. 693-699, February 2005.

174. Y. Ruan and P. Willett, “The Turbo PMHT,” IEEE Transactions on Aerospace and Elec-tronic Systems, vol. 40, no. 4, pp. 1388-1397, October 2004.

175. Y. Ruan and P. Willett, “The Multiple Model PMHT and its Application to the SecondBenchmark Radar Tracking Problem,” IEEE Transactions on Aerospace and ElectronicSystems, vol. 40, no. 4, pp. 1337-1350, October 2004.

176. D. Pham, K. Pattipati, P. Willett and J. Luo, “An Improved Complex Sphere Decoder forV-BLAST Systems” IEEE Signal Processing Letters, vol. 11, no. 9, pp. 748-751, September2004.

177. S. Singh, H. Tu, J. Allanach, J. Areta, K. Pattipati and P. Willett, “Modeling Threats,”IEEE Potentials Magazine, vol. 23, no. 3/4, pp. 18-21, August-September 2004.

178. M. Efe, Y. Ruan and P. Willett, “Probabilistic Multi-Hypothesis Tracker: Addressing SomeBasic Issues,” Proceedings of the IEE – Radar, Sonar & Navigation, vol. 151, no. 4, pp.189-196, August 2004.

179. F. Tu, D. Pham, J. Luo, K. Pattipati and P. Willett, “RDFD: Decision Feedback withRollout for Multiuser Detection in Synchronous CDMA,” Proceedings of the IEE – Com-munications, vol. 151, no. 4, pp. 383-386, August 2004.

180. Z. Wang, A. Sinha, P. Willett and Y. Bar-Shalom, “Angle Estimation for Two UnresolvedTargets with Monopulse Radar” IEEE Transactions on Aerospace and Electronic Systems,vol. 40, no. 3, pp. 998-1019, July 2004.

181. Y. Sun, P. Willett and R. Lynch, “Waveform Fusion in Sonar Signal Processing,” IEEETransactions on Aerospace and Electronic Systems, pp. 462-477, April 2004.

182. D. Pham, K. Pattipati and P. Willett, “A Generalized Probabilistic Data AssociationDetector for Multiple Antenna Systems,” IEEE Communications Letters, pp. 205-207,April 2004.

183. F. Hasegawa, J. Luo, K. Pattipati, P. Willett and D. Pham, “Speed and Accuracy Compar-ison of Techniques for Multi-user Detection in Synchronous CDMA,” IEEE Transactionson Communications, pp. 540-545, April 2004.

184. Z. Wang and P. Willett, “Joint Segmentation And Classification of Time Series UsingClass-Specific Features,” IEEE Transactions on Systems, Man & Cybernetics, Part B:Cybernetics, pp. 1056-1067, April 2004.

185. J. Luo, K. Pattipati, P. Willett and G. Levchuk, “Fast Optimal and Sub-Optimal Any-Time Algorithms for CWMA Multiuser Detection Based on Branch and Bound,” IEEETransactions on Communications, pp. 632-642, April 2004.

186. Y. Sun, P. Willett and P. Swaszek, “A Non-Gaussian Problem that Arises in Fused Detec-tion in Clutter,” IEEE Signal Processing Letters, pp. 189-192, February 2004.

187. T. Luginbuhl and P. Willett, “Estimating The Parameters Of General Frequency Modu-lated Signals,” IEEE Transactions on Signal Processing, pp. 117-131, January 2004.

188. J. Luo, K. Pattipati and P. Willett, “A Sliding Window PDA for Asynchronous CDMA,and a Proposal for Deliberate Asynchronicity,” IEEE Transactions on Communications,pp. 1970-1974, December 2003.

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189. J. Luo, K. Pattipati, P. Willett and F. Hasegawa, “Optimal User Ordering and TimeLabelling for Ideal Decision Feedback Detection in Asynchronous CDMA,” IEEE Trans-actions on Communications, pp. 1754-1757, November 2003.

190. R. Lynch and P. Willett, “Bayesian Classification and Automatic Feature Reduction UsingUniform Dirichlet Priors,” IEEE Transactions on Systems, Man, and Cybernetics, Part B,pp. 448-464, June 2003.

191. P. Willett, D. Blair and Y. Bar-Shalom, “On the Correlation Between Horizontal and Ver-tical Monopulse Measurements,” IEEE Transactions on Aerospace and Electronic Systems,pp. 533-549, April 2003.

192. R. Lynch and P. Willett, “Use of Bayesian Data Reduction for Fusion of Legacy Classifiers,”Information Fusion, (Elsevier Science), vol. 4, no. 1, pp. 23-34, March 2003.

193. J. Luo, K. Pattipati, P. Willett and G. Levchuk, “Optimal Grouping Algorithm for a GroupDecision Feedback Detector in Synchronous Code-Division Multiple-Access Communica-tions,” IEEE Transactions on Communications, pp. 341-346, March 2003.

194. S. Marano, V. Matta and P. Willett, “Sequential Detection of Almost-Harmonic Signals,”IEEE Transactions on Signal Processing, pp. 395-406, February 2003.

195. Z. Wang and P. Willett, “Two Algorithms to Segment White Gaussian Data with PiecewiseConstant Variances,” IEEE Transactions on Signal Processing, pp. 373-385, February 2003.

196. S. Marano, P. Willett and V. Matta, “Sequential Testing of Sorted and Transformed Dataas an Efficient Way to Implement Long GLRTs,” IEEE Transactions on Signal Processing,pp. 325-337, February 2003.

197. D. Pham, J. Luo, K. Pattipati, P. Willett, “A PDA-Kalman Approach to Multiuser De-tection in Asynchronous CDMA,” IEEE Communications Letters, pp. 475-477, November2002.

198. P. Willett, Y. Ruan and R. Streit, “The PMHT: Its Problems and Some Solutions,” IEEETransactions on Aerospace and Electronic Systems, pp. 738-754, July 2002.

199. R. Niu, P. Willett and Y. Bar-Shalom, “Tracking Considerations in Selection of RadarWaveform Given Range and Range-Rate Measurements,” IEEE Transactions on Aerospaceand Electronic Systems, vol. 38, no. 2, pp. 467-487, April 2002.

200. Y. Sun and P. Willett, “The Hough Transform for Long Chirp Detection,” IEEE Transac-tions on Aerospace and Electronic Systems, vol. 38, no. 2, pp. 553-569, April 2002.

201. D. Abraham and P. Willett, “Active Signal Detection in Shallow Water Using Page’s Test,”IEEE Journal of Oceanic Engineering, vol. 27, no. 1, pp. 35-46, January 2002.

202. Z. Wang, P. Willett and R. Streit, “Detection of Long-Duration Narrowband Processes,”IEEE Transactions on Aerospace and Electronic Systems, vol. 38, no. 1, pp. 211-227, Jan-uary 2002.

203. Z. Wang and P. Willett, “All-Purpose and Plug-In Power-Law Detectors for TransientSignals,” IEEE Transactions on Signal Processing, pp. 2454-2466, November 2001.

204. J. Luo, K. Pattipati, P. Willett and F. Hasegawa, “Near Optimal Multiuser Detection inSynchronous CDMA using Probabilistic Data Association,” IEEE Communications Let-ters, vol. 5, no. 9, pp. 361-364, September 2001.

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205. R. Niu, P. Willett and Y. Bar-Shalom, “Matrix CRLB Scaling Due to Measurements ofUncertain Origin,” IEEE Transactions on Signal Processing, pp. 1325-1335, July 2001.

206. B. Chen and P. Willett, “Superimposed HMM Transient Detection via Target TrackingIdeas,” IEEE Transactions on Aerospace and Electronic Systems, pp. 946-956, July 2001.

207. P. Willett, R. Niu, and Y. Bar-Shalom, “Integration of Bayes Detection with Target Track-ing,” IEEE Transactions on Signal Processing, pp. 17-30, January 2001.

208. Z. Wang, P. Willett, P. DeAguiar and J. Webster, “Neural Network Detection of GrindingBurn from Acoustic Emission” International Journal of Machine Tools and Manufacture,vol. 41, pp. 283-309, 2001.

209. P. Willett, P. Swaszek, and R. Blum, “The Good, Bad, and Ugly: Distributed Detection ofa Known Signal in Dependent Gaussian Noise,” IEEE Transactions on Signal Processing,pp. 3266-3280, December 2000.

210. B. Chen and P. Willett, “Detection of Hidden Markov Model Transient Signals,” IEEETransactions on Aerospace and Electronic Systems, vol. 36-4, pp. 1253-1268, December2000.

211. Z. Wang and P. Willett, “A Performance Study of Some Transient Detectors,” IEEETransactions on Signal Processing, vol. 48-9, pp. 2682-2686, September 2000.

212. B. Chen and P. Willett, “The Theoretical Bandwidth Advantage of CDMA over FDMA ina Gaussian MAC,” IEEE Transactions on Information Theory, vol. 45-6, pp. 2046-2053,September 1999.

213. C. Han, P. Willett, and D. Abraham, “Some Methods to Evaluate the Performance ofPage’s Test as used to Detect Transient Signals,” IEEE Transactions on Signal Processing,pp. 2112-2127, August 1999.

214. R. Lynch and P. Willett, “Bayesian Classification Using Mislabeled Training Data and aNoninformative Prior,” Journal of the Franklin Institute, pp. 809-819, July 1999.

215. Z. Wang, P. Willett, J. Webster, and P. DeAguiar, “Improved Wheel/Workpiece ContactDetection During Grinding via AE,” Abrasives Magazine, pp. 7-13, June/July, 1999.

216. R. Streit and P. Willett, “Detection of Short-Duration Signals via Hyperparameter Esti-mation,” IEEE Transactions on Signal Processing, pp. 1823-1834, July 1999.

217. C. Rago, P. Willett, and M. Alford, “Pre-Detection Fusion: Resolution Cell Grid Effects,”IEEE Transactions on Aerospace and Electronic Systems, vol. 35, no. 3, pp. 778-789, July1999.

218. R. Lynch and P. Willett, “Performance Considerations for a Combined Information Clas-sification Test Using Dirichlet Priors,” IEEE Transactions on Signal Processing, pp. 1711-1714, June 1999.

219. D. Warren and P. Willett, “Optimum Quantization for Detector Fusion: Some Proofs,Examples, and Pathology,” Journal of the Franklin Institute, no. 336, pp. 323-359, 1999.

220. A. Barthelemy and P. Willett, “Kronecker Autoregressive and Spherical Harmonic AmbientNoise Models,” Journal of the Acoustical Society of America, vol. 105, no. 3, pp. 1618-1629,March, 1999.

221. P. Willett and B. Chen, “Robust Detection of Small Stochastic Signals,” IEEE Transac-tions on Aerospace and Electronic Systems, pp. 15-30, January 1999.

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222. C. Rago, P. Willett, and Y. Bar-Shalom, “Detection-Tracking Performance with CombinedFM-CW Waveforms,” IEEE Transactions on Aerospace and Electronic Systems, pp. 612-624, April 1998.

223. P. Willett, B. Javidi, and M. Lops, “Analysis of Image Detection Based on Fourier-PlaneNonlinear Filters,” Applied Optics, pp. 1329-1341, vol 37, March 10, 1998.

224. C. Han, P. Willett, B. Chen, and D. Abraham, “A Detection Optimal Min-Max Test forTransient Signals,” IEEE Transactions on Information Theory, pp. 866-869, March 1998.

225. A. Barthelemy and P. Willett, “Volumetric Array Prewhitening,” IEEE Transactions onSignal Processing, pp. 281-293, February 1998.

226. A. Mathur and P. Willett, “Local SNR Considerations in Decentralized CFAR Detection,”IEEE Transactions on Aerospace and Electronic Systems, vol. 34-1, pp. 13-22, January1998.

227. R. Stahl and P. Willett, “Quickest Detection of a Tonal Burst,” IEEE Transactions onSignal Processing, pp. 2037-2047, August 1997.

228. P. Willett and P. Swaszek, “A Fact About the Logistic Density,” IEEE Transactions onInformation Theory, pp. 1280-1281, July 1997.

229. A. Fazlollahi, B. Javidi, and P. Willett, “A Minimum-Error-Probability Receiver for De-tecting a Noisy Target in Colored Background Noise,” Journal of the Optical Society ofAmerica, April 1997.

230. Z. Du, P. Willett, and M. Mashikian, “Performance Limits of Partial Discharge LocationEstimation Based on Time-Domain Reflectometry,” IEEE Transaction on Dielectrics andElectrical Insulation, April 1997, pp. 182-188.

231. C. Rago, P. Willett, and Y. Bar-Shalom, “Censoring Sensors: A Low CommunicationRate Scheme for Distributed Detection,” IEEE Transactions on Aerospace and ElectronicSystems, vol. 32-2, pp. 554-568, April 1996.

232. P. Willett and P. Swaszek, “The Performance Degradation from One-Bit Quantized De-tection,” IEEE Transactions on Information Theory, pp. 1997-2002, November 1995.

233. P. Willett and B. Javidi, “Approximate Performance of the Nonlinear Joint TransformCorrelator in Signal-Like Noise,” Applied Optics, August 1995.

234. B. Javidi, A. Fazlollahi, P. Willett, and P. Refrigier, “Performance of an Optimum ReceiverDesigned for Pattern Recognition with Non-Overlapping Target and Scene Noise,” AppliedOptics, July 1995.

235. P. Swaszek and P. Willett, “Parley as an Approach to Distributed Detection,” IEEE Trans-actions on Aerospace and Electronic Systems, pp. 447-457, January 1995.

236. P. Willett, M. Alford, and V. Vannicola, “The Case for Like-Sensor Pre-Detection Fusion,”IEEE Transactions on Aerospace and Electronic Systems, pp. 986-1000, October 1994.

237. W.-P. Wang and P. Willett, “Constrained Selective Communication in Real-Time Infor-mation Systems,” Journal of Information and Decision Technologies, March 1994.

238. M. Lops and P. Willett, “Ll-CFAR: A Robust and Flexible Alternative,” IEEE Transac-tions on Aerospace and Electronic Systems, January 1994.

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239. B. Javidi, P. Refrigier, and P. Willett, “Design of an Optimum Receiver for Pattern Recog-nition with Disjoint Signal and Scene Noise,” Optics Letters, October 1993.

240. P. Willett and D. Warren, “The Suboptimality of Randomized Tests in Quantized DetectionSystems,” IEEE Transactions on Information Theory, March 1992.

241. P. Willett and J. Thomas, “Robust Signal Selection for the Matched Filter,” IEEE Trans-actions on Signal Processing, pp. 2559-2563, November 1991.

242. P. Willett and J. Thomas, “On Gaussian-Like Densities of Order Greater Than Two,”Journal of the Franklin Institute, October 1987.

243. P. Willett and J. Thomas, “Mixture Models for Underwater Burst Noise and their Relation-ship to a Simple Bivariate Density Representation,” IEEE Journal of Oceanic Engineering(Invited Paper), January 1987.

Journal Articles (submitted)

1. Z. Sutton, P. Willett, Y. Bar-Shalom and T. Fair, “MLPMH Tracking in 3 DimensionsUsing ClutteredMeasurements From Multiple 2-Dimensional Sensors,” submitted to theJournal of Advances in Information Fusion, after approval.

2. S. Marano and P. Willett, “Making Decisions by Unlabeled Bits,” submitted to IEEETransactions on Signal Processing, May 2019.

3. R. Visina, Y. Bar-Shalom, P. Willett and D. Dey, “Track-to-Track Fusion Using InsideInformation from Local IMM Estimators,” submitted to the Journal on Advances in Infor-mation Fusion, May 2019.

4. P. Willett, M. Ostendorf, M. Polis and R. Reilly, “A Farewell Letter to the Membersof the IEEE Industrial Electronics Technical Community,” submitted to IEEE IndustrialElectronics Magazine.

5. K. Yang, Y. Bar-Shalom and P. Willett, “Asynchronous and Heterogeneous Track-to-Track Fusion with Cross-Covariance,” submitted to the Journal on Advances in InformationFusion, January 2019.

6. K. Yang, Y. Bar-Shalom and P. Willett, “The Cross-Covariance for Heterogeneous Track-to-Track Fusion,” submitted to IEEE Transactions on Aerospace and Electronic Systems,November 2018.

7. A. Finelli, Y. Bar-Shalom and P. Willett. “CRLB for Accuracy of a Streaking TargetLocation Estimation in a FPA with a Poisson Model,” submitted to IEEE Transactions onAerospace and Electronic Systems, September 2018.

8. A. Di Simone, W. Fuscaldo, L. Millefiori, D. Riccio, G. Ruello, P. Braca and P. Willett,“Analytical Models for the Electromagnetic Scattering from Isolated Targets in BistaticConfiguration: Geometrical Optics Solution,” submitted to IEEE Transactions on Geo-science and Remote Sensing, September 2018.

9. B. Balasingam, P. Willett and Y. Bar-Shalom, “Track Extraction Performance of ML-PMHT and Dynamic Programming,” submitted to IEEE Transactions on Aerospace andElectronic Systems, December 2017.

10. S. Schoenecker, P. Willett and Y. Bar-Shalom, “Feature-Aided Tracking: Does it Help orHurt?” submitted to IEEE Journal of Oceanic Engineering, October 2018.

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11. D. Crouse, Y. Bar-Shalom, P. Willett and L. Svensson, “The JPDAF: Versions and Im-plementations for Closely-Spaced Targets,” submitted to IEEE AESS Tutorials, August2010.

12. X. Song, P. Willett and S. Zhou, “Mitigation of RGPO with Distributed MIMO Radars,”submitted to IEEE Transactions on Aerospace and Electronic Systems, August 2013.

Conference Proceedings

1. M. Lexa, S. Coraluppi, C. Carthel and P. Willett, “Distributed MHT and ML-PMHTApproaches to Multi-Sensor Passive Sonar Tracking,” submitted to IEEE Aerospace Con-ference, March 2020.

2. P. Willett, T.L. Ogle, W.D. Blair, P. Miceli and S. Marano, “Testing Unbiasedness ofTesting a Sequence of Tests,” submitted to CAMSAP, December 2019.

3. M. Kowalski, Y. Bar-Shalom, P. Willett and T. Fair, “Unbiased Conversion of PassiveSensor Measurements,” submitted to CAMSAP, Guadeloupe, December 2019.

4. A. Di Simone, A. Iodice, D. Riccio, P. Braca, L. Millefiori, T. Beltramonte, C. Galdi,M. di Bisceglie and P. Willett, “Ship Detection Using GNSS-R delay-Doppler Maps viaSimulation Tools,” IEEE 5th International Forum on Research and Technologies for Societyand Industry, Florence Italy, September 2019.

5. S. Marano and P. Willett, “Shuffled Bits in the Low-Detectability Regime,” Proceedings ofthe European Signal Processing Conference (Eusipco), A Coruna Spain, September 2019.

6. T. Ogle and P. Willett, “An Alternative Derivation of Generalized Likelihood Tests forTrack-to-Track Correlation,” Proceedings of FUSION, Ottawa Canada, July 2019.

7. E. Wilthil, Y. Bar-Shalom, P. Willett and E. Brekke, “Estimation of Target Detectabilityfor Maritime Target Tracking in the PDA Framework,” Proceedings of FUSION, OttawaCanada, July 2019.

8. K. Yang, Y. Bar-Shalom and P. Willett, “Track-to-Track Fusion with Cross-Covariancesfrom Radar and IR/EO Sensor,’ Proceedings of FUSION, Ottawa Canada, July 2019.

9. T. Beltramonte, P. Braca, M. Di Bisceglie, A. Di Simone, C. Galdi, A. Iodice, L. Millefiori,D. Riccio and P. Willett, “Simulation of Spaceborne GNSS-R Delay-Doppler Maps of theSea Surface with Ship Targets,” IEEE GNSS+R (Specialist Meeting on Reflectometry usingGNSS and other Signals of Opportunity), Benevento Italy, May 2019.

10. N. Forti, L. Millefiori, P. Braca and P. Willett, “Anomaly Detection and Tracking Basedon Mean-Reverting Processes with Unknown Parameters,” ICASSP 2019, Brighton UK,May 2019.

11. S. Marano and P. Willett, “Making Decisions with Shuffled Bits,” .ICASSP 2019, BrightonUK, May 2019.

12. A. Finelli, Y. Bar-Shalom and P. Willett, “Tracking of Highly Maneuvering Targets withover the Horizon Radar,” SPIE Conference on Signal Processing, Sensor/Information Fu-sion, and Target Recognition XXVIII, Baltimore MD, April 2019.

13. A. Finelli, Y. Bar-Shalom and P. Willett, “Extracting Fast Targets from an EO Sensor,”SPIE Conference on Signal Processing, Sensor/Information Fusion, and Target Recogni-tion XXVIII, Baltimore MD, April 2019.

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14. M. Kowalski, Y. Bar-Shalom and P. Willett, “Bias Estimation for Ground-Based PassiveSensors without Target State Estimation,” SPIE Conference on Signal Processing, Sen-sor/Information Fusion, and Target Recognition XXVIII, Baltimore MD, April 2019.

15. K. Yang, Y. Bar-Shalom and P. Willett, “The Cross-Covariance for Heterogeneous Track-to-Track Fusion,” SPIE Conference on Signal Processing, Sensor/Information Fusion, andTarget Recognition XXVIII, Baltimore MD, April 2019.

16. A. Finelli, Z. Sutton, P. Willett and Y. Bar-Shalom, “Taking Advantage of Group Be-havior When Tracking Multiple Threats in Cluttered Surveillance Data,” IEEE AerospaceConference, Big Sky MT, March 2019.

17. A. Di Simone, G. Di Martino, A. Iodice, D. Riccio, G. Ruello, L. Millefiori, P. Braca and P.Willett, “Maritime Surveillance using Spaceborne GNSS-Reflectometry: The Role of theScattering Configuration and Receiving Polarization Channel,” IEEE 4th InternationalForum on Research and Technologies for Society and Industry, Palermo Italy, September2018.

18. A. Di Simone, W. Fuscaldo, L. Millefiori, G. Di Martino, A. Iodice, G. Ruello, D. Riccio,P. Braca and P. Willett, “Analytical Model for the Bistatic RCS of Ships Based on theGeometrical Optics Approximation,” Italian Society of Electromagnetism (SIEm), CagliariSardinia, September 2018.

19. A. Di Simone, L. Millefiori, G. Di Martino, A. Iodice, D. Riccio, G. Ruello, P. Braca andP. Willett, “Toward a Ship Detection-Oriented GNSS-Reflectometry System,” 2018 AIT,a conference organized by the Italian Society of Remote Sensing, Florence Italy, July 2018.

20. T. Ogle, B. Davis, W.D. Blair and P. Willett, “Correlation of Gaussian Mixture Tracks,”Proceedings of FUSION, July 2018, Cambridge UK.

21. P. Coscia, E. d’Afflisio, P. Braca, L. Millefiori and P. Willett, “Unsupervised Maritime Traf-fic Graph Learning with Mean-Reverting Stochastic Processes,” Proceedings of FUSION,July 2018, Cambridge UK.

22. K. Yang, Y. Bar-Shalom, P. Willett, R. Ben-Dov and B. Milgrom, “Bound on the Es-timation of a 3-D Trajectory from a Stationary Passive Sensor and Its Attainability,”Proceedings of FUSION, July 2018, Cambridge UK.

23. D. Dunham, P. Willett and T. Ogle, “Quanta Tracking Algorithm For Low SNR Targets:How Low Can It Go?” Proceedings of FUSION, July 2018, Cambridge UK.

24. Z. Sutton, P. Willett and Y. Bar-Shalom, “Tracking Multiple Evolving Threats With Clut-tered Surveillance Observations,” IEEE Sensor Array and MultiChannel (SAM) Workshop,Sheffield UK, July 2018.

25. W. Fuscaldo, A. Di Simone, L. Millefiori, D. Riccio, G. Ruello, P. Braca, and P. Willett,“Electromagnetic Modeling of Ships in Maritime Scenarios: Geometrical Optics Approxi-mation,” 2018 IGARSS, Valencia Spain, July 2018.

26. A. Di Simone, L. Millefiori, G. Di Martino, A. Iodice, D. Riccio, G. Ruello, P. Braca andP. Willett, “Spaceborne GNSS-Reflectometry for Ship-Detection Applications: Impact ofthe Acquisition Geometry and Polarization,” 2018 IGARSS, Valencia Spain, July 2018.

27. X. Chen, W. Li, Q. Lu, P. Willett and Q. Zhang, “Underwater Acoustic Channel Trackingby the Multi-Bernoulli Filter,” Proceedings of OCEANS, May 2018, Kobe Japan.

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28. A. Di Simone, P. Braca, L. Millefiori and P. Willett, “Ship Detection Using GNSS-Reflectometryin Backscattering Configuration,” IEEE Radar Conference, Oklahoma City OK, April2018.

29. D. Belfadel, Y. Bar-Shalom and P. Willett, “On-Orbit Calibration of Satellite Based Imag-ing Sensors,” SPIE Conference on Signal Processing, Sensor/Information Fusion, and Tar-get Recognition, Oklahoma City OK, April 2018.

30. A. Finelli, Y. Bar-Shalom, P. Willett and B. Balasingam, Accuracy of Target Location Esti-mation in a Focal Plane Array, SPIE Conference on Signal Processing, Sensor/InformationFusion, and Target Recognition, Orlando FL, April 2018.

31. K. Yang, Y. Bar-Shalom, P. Willett, R. Ben-Dov and B. Milgrom, “Trajectory Estimationand Impact Point Prediction of a Ballistic Object from a Single Fixed Passive Sensor,”SPIE Conference on Signal Processing, Sensor/Information Fusion, and Target Recogni-tion, Orlando FL, April 2018..

32. Q. Lu, Y. Bar-Shalom, P. Willett and B. Balasingam, “Localization of a Point Targetfrom an Optical Sensor’s Focal Plane Array,” SPIE Conference on Signal Processing, Sen-sor/Information Fusion, and Target Recognition, Orlando FL, April 2018.

33. M. Kowalski, D. Belfadel, Y. Bar-Shalom and P. Willett, “CRLB for Estimation of 3DSensor Biases in Spherical Coordinates,” SPIE Conference on Signal Processing, Sen-sor/Information Fusion, and Target Recognition, Orlando FL, April 2018.

34. Q. Lu, W. Dou, R. Visina, K. Pattipati, Y. Bar-Shalom and P. Willett, Evaluation of Opti-mizations of Murty’s M-best Assignment Method,” SPIE Conference on Signal Processing,Sensor/Information Fusion, and Target Recognition, Orlando FL, April 2018.

35. S. Marano and P. Willett, “Sometimes They Come Back: Testing Two Simple Hypothesis(in the Realm of Unlabeled Data),” Proceedings of ICASSP, Calgary, April 2018.

36. S. Marano and P. Willett, “A Capitalist Scheme for Energy Management in InferentialSensor Networks,” Proceedings of ICASSP, Calgary, April 2018.

37. Z. Sutton, P. Willett and Y. Bar-Shalom, “Modeling and Detection of Evolving ThreatsUsing Random Finite Set Statistics,” Proceedings of ICASSP, Calgary, April 2018.

38. A. Finelli, Z. Sutton, Q. Lu, P. Willett, Y. Bar-Shalom, K. LeGrand, “Performance ofan Emerging Delta-GLMB Filter” Proceedings of the Aerospace Conference, Big Sky MT,March 2017.

39. M. Kowalski and P. Willett, “Simultaneous Target State and Sensor Bias Estimation: IsMore Better?” CAMSAP 2017, Curacao, December 2017.

40. B. Balasingam, M. Baum and P. Willett, “Random Finite Set Particle Filter for SourceEnumeration and Direction-of-Arrival Tracking Using Sonar Arrays,” Proceedings of FU-SION, Xian China, July 2017.

41. B. Balasingam, Y. Bar-Shalom and P. Willett, “Maximum Likelihood Detection on Im-ages,” Proceedings of FUSION, Xian China, July 2017.

42. H. Kaulbersch, M. Baum and P. Willett, “EM Approach for Tracking Star-Convex Ex-tended Objects,” Proceedings of FUSION, Xian China, July 2017.

43. Q. Lu, Y. Bar-Shalom, P. Willett, F. Palmieri and F. Daum, “Multidimensional Cramer-Rao-Leibniz Lower Bound for Vector-Measurement-Based Likelihood Functions with Parameter-Dependent Support),” Proceedings of FUSION, Xian China, July 2017.

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44. K. Yang, Q. Lu, Y. Bar-Shalom, P. Willett, Z. Freund and R. Ben-Dov, “Trajectory Esti-mation of a Thrusting/Ballistic Object From a Single Fixed Passive Sensor with DelayedAcquisition,” Proceedings of FUSION, Xian China, July 2017.

45. G. Vivone, L. Millefiori, P. Braca and P. Willett, “Model Performance Assessment forLong-Term Vessel Prediction Using HFSW Radar Data,” Proceedings of the IEEE RadarConference, Seattle WA, May 2017.

46. Q. Liu, K. Domrese, P. Willett and Y. Bar-Shalom, “A Bootstrapped PMHT with FeatureMeasurements,” SPIE Conference on Signal Processing, Sensor/Information Fusion, andTarget Recognition XXVI, April 2017.

47. K. Yang, Y. Bar-Shalom, P. Willett, Z. Freund and R. Ben-Dov, “Passive Ranging UsingSignal Intensity Observations From a Single Fixed Sensor,” SPIE Conference on SignalProcessing, Sensor/Information Fusion, and Target Recognition XXVI, April 2017.

48. M. Baum, U. Hanebeck and P. Willett, “Symmetrizing measurement equations for association-free multi-target tracking via point set distances,” SPIE Conference on Signal Processing,Sensor/Information Fusion, and Target Recognition XXVI, April 2017.

49. R. Visina, Y. Bar-Shalom and P. Willett, “State Estimators for Tracking Sharply-ManeuveringGround Targets,” SPIE Conference on Signal Processing, Sensor/Information Fusion, andTarget Recognition XXVI, April 2017.

50. D. Belfadel, Y. Bar-Shalom and P. Willett, “Absolute Space-Based Sensor Registration Us-ing a Single Target of Opportunity,” SPIE Conference on Signal Processing, Sensor/InformationFusion, and Target Recognition XXVI, April 2017.

51. Q. Lu, Y. Bar-Shalom, P. Willett, K. Granstrom, R. Ben-Dov, and B. Milgrom, “TrackingInitially Unresolved Thrusting Objects in 3D Using a Single Stationary Optical Sensor,”SPIE Conference on Signal Processing, Sensor/Information Fusion, and Target Recogni-tion XXVI, April 2017.

52. S. Marano, V. Matta, P. Willett, P. Braca and R. Blum, “Hypothesis Testing in thePresence of Maxwell’s Daemon: Signal Detection By Unlabeled Observations,” Proceedingsof ICASSP, New Orleans LA, March 2017.

53. L. Millefiori, P. Braca and P. Willett, “Consistent Estimation of Randomly SampledOrnstein-Uhlenbeck Process Long-Run Mean for Long-Term Target State Prediction,” Pro-ceedings of ICASSP, New Orleans LA, March 2017.

54. A. Finelli, P. Willett, Y. Bar-Shalom, R. Byrne and D. Melgaard, “Tracking of StreakingTargets in Video Frames,” IEEE Aerospace Conference, Big Sky MT, March 2017.

55. D. Dunham, T. Ogle and P. Willett, “Quanta Tracking Algorithm for Multiple Targetswith Velocity,” IEEE Aerospace Conference, Big Sky MT, March 2017.

56. H. Kaulbersch, M. Baum and P. Willett, “An EM Approach for Contour Tracking basedon Point Clouds,” IEEE International Conference on Multisensor Fusion and Integrationfor Intelligent Systems (MFI 2016), Baden Baden Germany, September 2016.

57. S. Marano and P. Willett, “A Simple Counting Estimator of Network Agents? Behaviors:Asymptotics,” Proceedings of EUSIPCO, Budapest Hungary, September 2016.

58. Y. Bar-Shalom and P. Willett, “A Survey of Some Recent Results on the CRLB for Param-eter Estimation and Its Extension,” Proceedings of FUSION, Heidelberg Germany, July2016.

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59. D. Dunham, T. Ogle and P. Willett, “Quanta Tracking Algorithm for Multiple MovingTargets,” Proceedings of FUSION, Heidelberg Germany, July 2016.

60. G. Vivone, K. Granstrom, P. Braca, and P. Willett, “Multiple Sensor Bayesian ExtendedTarget Tracking Fusion Approaches Using Random Matrices,” Proceedings of FUSION,Heidelberg Germany, July 2016.

61. F. Meyer, P. Braca, P. Willett and F. Hlawatsch, “Tracking an Unknown Number of TargetsUsing Multiple Sensors: A Belief Propagation Method,” FUSION, Heidelberg Germany,July 2016.

62. D. Belfadel, Y. Bar-Shalom and P. Willett, “Simultaneous Target State and Passive SensorsBias Estimation,” Proceedings of FUSION, Heidelberg Germany, July 2016.

63. L. Millefiori, P. Braca, K. Bryan and P. Willett, “Long-term Vessel Kinematics PredictionExploiting Mean-Reverting Processes,” Proceedings of FUSION, Heidelberg Germany, July2016.

64. X. Song, P. Willett and S. Zhou, “On Parameter Estimation of A Swerling IV Target WithGaussian Receiver Noise,” Proceedings of Sensor Array and Multichannel Signal ProcessingWorkshop, Rio de Janeiro Brazil, July 2016.

65. K. Romeo, Y. Bar-Shalom and P. Willett, “VLO Track Detection with OTHR Based on aRefraction Model,” Proceedings of IEEE Radar Conference, Philadelphia PA, May 2016.

66. Q. Lu, K. Granstrom, Y. Bar-Shalom and P. Willett, “Multi-Bernoulli Filtering for InitiallyUnresolved Targets in Clutter,” SPIE Conference, Baltimore MD, April 2016.

67. S. Schoenecker, P. Willett and Y. Bar-Shalom, “Trackability in the Presence of Closely-Spaced Targets,” SPIE Conference, Baltimore MD, April 2016.

68. K. Granstrom, P. Willett and Y. Bar-Shalom, “Detectability Prediction of Hidden MarkovModels with Cluttered Observation Sequences,” ICASSP, Shanghai China, March 2016.

69. S. Marano, V. Matta and P. Willett, “One Plus Two May Not Equal Two Plus One ina Social Sensing Network with Unknown Parameters,” ICASSP, Shanghai China, March2016.

70. K. Granstrom, P. Willett and Y. Bar-Shalom, “IMM Without a Match,” CAMSAP 2015,Cancun Mexico, December 2015.

71. B. Balasingam, M. Baum and P. Willett, “MMOSPA Estimation with Unknown Numberof Objects,” Proceedings of ChinaSip, Chengdu China, July 2015.

72. D. Pasupuleti, P. Mannaru, B. Balasingam, M. Baum, K. Pattipati, P. Willett, C. Lintz,G. Commeau, F. Dorigo and J. Fahrny, “Online Playtime Prediction for Cognitive VideoStreaming,” Proceedings of FUSION, Washington DC, July 2015.

73. F. Meyer, P. Braca, P. Willett and F. Hlawatsch, “Scalable Multitarget Tracking UsingMultiple Sensors: A Belief Propagation Approach,” Proceedings of FUSION, WashingtonDC, July 2015.

74. K. Granstrom, P. Willett and Y. Bar-Shalom “PHD Filter with Approximate MultiobjectDensity Measurement Update,” Proceedings of FUSION, Washington DC, July 2015.

75. K. Granstrom, P. Willett and Y. Bar-Shalom “MRMUK: An Extended Target TrackingModel with Multiple Random Matrices and Unified Kinematics,” Proceedings of FUSION,Washington DC, July 2015.

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76. F. Govaers, W. Koch and P. Willett, “Gaussian-mixture based ensemble Kalman filter,”Proceedings of FUSION, Washington DC, July 2015.

77. K. Granstrom, P. Willett and Y. Bar-Shalom “Detectability Analysis of Detection and Es-timation of Structured Action from Cluttered Data,” Proceedings of FUSION, WashingtonDC, July 2015.

78. L. Millefiori, P. Braca, K. Bryan, and P. Willett, “Adaptive Filtering of Imprecisely Times-tamped Measurements with Application to AIS Networks,” Proceedings of FUSION, Wash-ington DC, July 2015.

79. W. Dou, Y. Bar-Shalom and P. Willett, “Configuration Selection for Fusion of Range-Only Measurements from Multistatic Radars for Air Collision Warning,” Proceedings ofFUSION, Washington DC, July 2015.

80. M. Baum, B. Balasingam, P. Willett and U. Hanebeck, “OSPA Barycenters for ClusteringSet-Valued Data,” Proceedings of FUSION, Washington DC, July 2015.

81. M. Baum and P. Willett, “MMOSPA-based Direction-of-Arrival Tracking with a PassiveSonar Array – An Experimental Study,” Proceedings of FUSION, Washington DC, July2015.

82. S. Schoenecker, P. Willett and Y. Bar-Shalom, “Can This Target Be Tracked?” Proceedingsof FUSION, Washington DC, July 2015.

83. K. Romeo, Y. Bar-Shalom and P. Willett, “Data Fusion with ML-PMHT for Very LowSNR Track Detection in an OTHR,” Proceedings of FUSION, Washington DC, July 2015.

84. P. Willett, T. Luginbuhl and M. Baum, “The GFMT HPMHT Puzzle,” Proceedings ofFUSION, Washington DC, July 2015.

85. M.-P. Clarizia, C. Ruf, P. Braca and P. Willett. “Target Detection using GPS Signals ofOpportunity,” Proceedings of FUSION, Washington DC, July 2015.

86. R. Lynch and P. Willett, “A Theoretical Performance Analysis of Discrete Data Clas-sification When Fusing Two Features,” Proceedings of SPIE Conference on Multisensor,Multisource Information Fusion: Architectures, Algorithms, and Applications, BaltimoreMD, April 2015.

87. K. Granstrom, P. Willett and Y. Bar-Shalom, “A Bernoulli Filter Approach to Detec-tion and Estimation of Hidden Markov Models Using Cluttered Observation Sequences,”Proceedings of ICASSP, Brisbane Australia, April 2015.

88. G. Papa, P. Braca, S. Horn, S. Marano, V. Matta and P. Willett, “Adaptive Bayesian Track-ing with Unknown Time-Varying Sensor Network Performance,” Proceedings of ICASSP,Brisbane Australia, April 2015.

89. D. Pasupuleti, P. Mannaru, B. Balasingam, M. Baum, K. Pattipati and P. Willett, “Cog-nitive Video Streaming,” Conference on Electrical, Electronics, Engineering Trends, Com-munication, Optimization and Sciences, Andhra Pradesh, India, March 2015.

90. S. Bordonaro, P. Willett, Y. Bar-Shalom, M. Baum and T. Luginbuhl, “Extended Ob-ject Tracking in Clutter with Exploitation of Doppler Measurements,” Proceedings of theAerospace Conference, Big Sky MT, March 2015.

91. W. Dou, P. Willett and Y. Bar-Shalom, “Fusion of Range-Only Measurements from Multi-static Configurations for Air Collision Warning,” Proceedings of the Aerospace Conference,Big Sky MT, March 2015.

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92. M. Baum, P. Willett and U. Hanebeck, “MMOSPA-based Track Extraction in the PHDfilter A Justification for k-Means Clustering,” Proceedings of the IEEE Conference onDecision and Control, Los Angeles CA, December 2014.

93. R. Osborne, Y. Bar-Shalom, P. Willett and F. Daum, “Cramer-Rao-Leibniz Lower BoundA New Estimation Bound for Finite Support Measurement Noise,” Proceedings of the IEEEConference on Decision and Control, Los Angeles CA, December 2014.

94. P. Carroll, K. Domrese, H. Zhou, S. Zhou, and P. Willett, “Localization of Mobile Nodes inan Underwater Distributed Antenna System,” Proceedings of the International Conferenceon UnderWater Networks and Systems (WUWNet), Rome Italy, November 2014.

95. S. Marano, V. Matta and P. Willett, “Nearest Neighbor Estimation in Sensor Networks,”Proceedings of EUSIPCO, Lisbon Portugal, September 2014.

96. W. Dou, Y. Bar-Shalom, P. Willett and X. Song, “Initialization and Tracking UsingDoppler-Biased Multistatic Time-of-Arrival Measurements with Linear Frequency Mod-ulated Waveforms,” Proceedings of FUSION, Salamanca Spain, July 2014.

97. B. Balasingam, S. Sankavaram, K. Choi, D. Ayala, D. Sidoti, K. Pattipati and P. Willett,“Online Anomaly Detection in Large Scale Data,” Proceedings of FUSION, SalamancaSpain, July 2014.

98. P. Braca, R. Goldhahn, K. LePage, S. Marano, V. Matta and P. Willett, “Cognitive Mul-tistatic AUV Networks,” Proceedings of FUSION, Salamanca Spain, July 2014.

99. X. Li, M. Baum, P. Willett and Y. Li, “Evaluation of the PMHT Approach to Passive RadarTracking with Unknown Transmitter Associations,” Proceedings of FUSION, SalamancaSpain, July 2014.

100. M. Baum, P. Willett and U. Hanebeck, “MMOSPA-based Direction-of-Arrival Estimationfor Planar Antenna Arrays,” Proceedings of the Sensor Array and Multichannel (SAM)Signal Processing Workshop, A Coruna Spain, June 2014.

101. R. Lazzeretti, S. Horn, P. Braca and P. Willett, “Secure Multi-Party Consensus GossipAlgorithms,” Proceedings of ICASSP, Florence Italy, May 2014.

102. M. Baum, P. Willett and U. Hanebeck, “A Hybrid Data Association Model for EfficientMulti-Target Maximum Likelihood Estimation,” Proceedings of ICASSP, Florence Italy,May 2014.

103. S. Marano, V. Matta and P. Willett, “How Many Bits from How Many Sensors? A Trade-Off in Distributed Nearest-Neighbor Learning,” Proceedings of ICASSP, Florence Italy,May 2014.

104. R. Goldhahn, P. Braca, K. LePage, P. Willett, S. Marano and V. Matta, “Environmen-tally Sensitive Particle Filter Tracking in Multistatic AUV Networks with Port-StarboardAmbiguity,” Proceedings of ICASSP, Florence Italy, May 2014.

105. T. Yuan, Y. Bar-Shalom, P. Willett, R. Ben-Dov and S. Pollak, “A Comparison of Multiple-IMM Estimation Approaches using EKF, UKF and PF for Impact Point Prediction,”Proceedings of SPIE Conference on Signal and Data Processing of Small Targets, BaltimoreMD, May 2014.

106. K. Romeo, Y. Bar-Shalom and P. Willett, “Particle Filter for Long Range Radar in RUV,”Proceedings of SPIE Conference on Signal and Data Processing of Small Targets, BaltimoreMD, May 2014.

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107. D. Dunham and P. Willett, “The Advancement of an Algorithm,” Proceedings of SPIEConference on Signal and Data Processing of Small Targets, Baltimore MD, May 2014.

108. M. Baum, P. Willett, Y. Bar-Shalom, and U. Hanebeck, “Approximate Calculation ofMarginal Association Probabilities using a Hybrid Data Association Model,” Proceedingsof SPIE Conference on Signal and Data Processing of Small Targets, Baltimore MD, May2014.

109. S. Schoenecker, P. Willett and Y. Bar-Shalom, “ML-PMHT Threshold Determination forK-Distributed Clutter,” Proceedings of SPIE Conference on Signal and Data Processing ofSmall Targets, Baltimore MD, May 2014.

110. W. Dou, Y. Bar-Shalom and P. Willett, “Initialization and Tracking with Doppler-BiasedMultistatic Time-of-Arrival Measurements,” Proceedings of SPIE Conference on Signal andData Processing of Small Targets, Baltimore MD, May 2014.

111. Y. Bar-Shalom, P. Willett, R. Osborne, and F. Daum, “CRLB for Likelihood Functionswith Parameter-Dependent Support and a New Bound,” Proceedings of IEEE AerospaceConference, Big Sky MT, March 2014.

112. D. Ciuonzo, P. Willett and Y. Bar-Shalom, “Can You Track the Tracker?” Proceedings ofConference on Decision and Control, December 2013.

113. S. Schoenecker, P. Willett and Y. Bar-Shalom, “ML-PMHT Threshold Determination forFalse Track Probability Using Extreme-Value Analysis,” Proceedings of IEEE Workshopon Computational Advances in Multi-Sensor Adaptive Processing, St. Martin, December2013.

114. S. Bordonaro, P. Willett and Y. Bar-Shalom, “Performance Analysis of the ConvertedRange Rate and Position Linear Kalman Filter,” Proceedings of the Asilomar Conference,November 2013.

115. J. Sildam, P. Braca, K. LePage and P. Willett, “Unsupervised Track Classification Basedon Hierarchical Dirichlet Processes,” Proceedings of the European Signal Processing Con-ference (EUSIPCO), Marrakesh Morocco, September 2013.

116. P. Willett, B. Balasingham, D. Dunham and T. Ogle, “Multitarget Tracking Using ABIRImages and the H-PMHT,” SPIE Conference on Signal and Data Processing of SmallTargets OPP322, San Diego CA, August 2013.

117. K. Romeo, Y. Bar-Shalom and P. Willett, “Particle Filter Tracking for the Banana Prob-lem,” Proceedings of SPIE Conference on Signal and Data Processing of Small TargetsOPP322, San Diego CA, August 2013.

118. T. Yuan, Y. Bar-Shalom and P. Willett, “Estimability of Thrusting Trajectories in 3D froma Single Passive Sensor with Unknown Launch Location,” Proceedings of SPIE Conferenceon Signal and Data Processing of Small Targets OPP322, San Diego CA, August 2013.

119. R. Osborne, Y. Bar-Shalom and P. Willett, “Optical Sensor Pixel Size Selection from aTracking Perspective,” Proceedings of SPIE Conference on Signal and Data Processing ofSmall Targets OPP322, San Diego CA, August 2013.

120. S. Schoenecker, P. Willett and Y. Bar-Shalom, “Comparing Multitarget Multisensor ML-PMHT with ML-PDA for VLO Targets,” Proceedings of FUSION, Istanbul Turkey, July2013.

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121. A.S. Rahmathullah, L. Svensson, D. Svensson and P. Willett “Smoothed Probabilistic DataAssociation Filter,” Proceedings of FUSION, Istanbul Turkey, July 2013.

122. R. Georgescu and P. Willett, “GMCPHD Tracker Applied to the Clutter09 Dataset,”Proceedings of FUSION, Istanbul Turkey, July 2013.

123. P. Braca, P. Willett, S. Marano, V. Matta and K. LePage, “Particle Filtering Approachto Multistatic Underwater Sensor Networks with Left-Right Ambiguity,” Proceedings ofFUSION, Istanbul Turkey, July 2013.

124. S. Marano, V. Matta and P. Willett, “Decentralized Nearest-Neighbor Learning over NoisyChannels: the Uncoded Way,” Proceedings of FUSION, Istanbul Turkey, July 2013.

125. R. Georgescu, P. Willett and L. Svensson, “Particle PHD Forward Filter-Backward Simu-lator for Targets in Close Proximity,” Proceedings of ICASSP, Vancouver BC, May 2013.

126. X. Song, G. Wang, P. Willett and S. Zhou, “Localization with Doppler Biased TOAs: AnIll-Conditioned Problem,” Proceedings of ICASSP, Vancouver BC, May 2013.

127. S. Marano, V. Matta and P. Willett, “Nearest Neighbor Distributed Learning Under Com-munication Constraints,” Proceedings of ICASSP, Vancouver BC, May 2013.

128. P. Braca, P. Willett, S. Marano and V. Matta, “A Linear Complexity Particle Approachto the Exact Multi-Sensor PHD,” Proceedings of ICASSP, Vancouver BC, May 2013.

129. T. Yuan, Y. Bar-Shalom and P. Willett, “Estimability of Thrusting Trajectories in 3-Dfrom a Single Passive Sensor,” Proceedings of SPIE Conference on Defense, Security andSensing, April 2013.

130. R. Lynch and P. Willett, “Using Classifier Fusion to Improve the Performance of Multi-class Classification Problems,” Proceedings of SPIE Conference on Defense, Security andSensing, April 2013.

131. S. Bordonaro, P. Willett and Y. Bar-Shalom, “Bias Elimination in Tracking with Con-verted Position and Doppler Measurements,” Proceedings of the Conference on Decisionand Control, Maui HI, December 2012.

132. Z. Wang, S. Zhou, Z. Wang, B. Wang, and P. Willett, “Dynamic Block-Cycling OverA Linear Network in Underwater Acoustic Channels,” Proceedings of the InternationalConference on UnderWater Networks and Systems (WUWNet), Los Angeles CA, November2012.

133. S. Bordonaro, P. Willett and Y. Bar-Shalom, “Consistent Linear Tracker with Position andRange Rate Measurements,” Proceedings of the Asilomar Conference, November 2012.

134. Z. Wang, S. Zhou, Z. Wang, J. Catipovic and P. Willett, “Outage Performance of a Mul-tiuser Distributed Antenna System in Underwater Acoustic Channels,” Proceedings of theAsilomar Conference, November 2012.

135. X. Song, P. Willett and S. Zhou, “Jammer detection and estimation with MIMO radar,”Proceedings of the Asilomar Conference, November 2012.

136. X. Song, P. Willett, S. Zhou and J. Glaz, “MIMO Radar Detection with HeterogenousPropagation Losses,” IEEE Workshop on Statistical Signal Processing, Ann Arbor MI,August 2012.

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137. R. Georgescu, P. Willett, L. Svensson and M. Morelande, “Two Linear Complexity ParticleFilters Capable of Maintaining Target Label Probabilities for Targets in Close Proximity,”FUSION 2012, Singapore, July 2012.

138. M. Baum, P. Willett and U. Hanebeck, “Calculating Some Exact MMOSPA Estimates forParticle Densities,” FUSION 2012, Singapore, July 2012.

139. P. Braca, S. Marano, V. Matta and P. Willett, “Multitarget-Multisensor ML and PHD:Some Asymptotics,” FUSION 2012, Singapore, July 2012.

140. B. Balasingam and P. Willett, “Tracking Individual Behaviors in Social Networks: AnExperimental Demonstration,” FUSION 2012, Singapore, July 2012.

141. X. Song, P. Willett and S. Zhou, “Range Bias Modeling for Hyperbolic Frequency Modu-lated Waveforms in Target Tracking,” IEEE SAM Workshop, Hoboken NJ, June 2012.

142. X. Song, P. Willett, J. Glaz and S. Zhou, “Distributed Detection With A Scan Statistic:Global to Local Inference,” IEEE SAM Workshop, Hoboken NJ, June 2012.

143. S. Bordonaro, P. Willett and Y. Bar-Shalom, “Unbiased Tracking with Converted Mea-surements,” IEEE Radar Conference, Atlanta GA, May 2012.

144. X. Song, P. Willett and S. Zhou, “Linear Local Data Fusion for Sequential Test,” IEEERadar Conference, Atlanta GA, May 2012.

145. T. Yuan, Y. Bar-Shalom, P. Willett and D. Hardiman, “Impact Point Prediction for Thrust-ing Projectiles in the Presence of Wind,” SPIE Conference on Signal Processing, SensorFusion, and Target Recognition XX (Conference DSS120), Baltimore MD, April 2012.

146. D. Dunham, T Ogle and P. Willett, “Distributed Tracking with the PMHT,” SPIE Con-ference on Signal Processing, Sensor Fusion, and Target Recognition XX (ConferenceDSS120), Baltimore MD, April 2012.

147. K. Romeo, P. Willett & Y. Bar-Shalom, “Particle Filter Tracking for Very Long RangeRadars,” SPIE Conference on Signal Processing, Sensor Fusion, and Target RecognitionXX (Conference DSS120), Baltimore MD, April 2012.

148. K. Romeo, D. Crouse, P. Willett & Y. Bar-Shalom, “A Fast Coalescence-Avoiding JPDAF,”SPIE Conference on Signal Processing, Sensor Fusion, and Target Recognition XX (Con-ference DSS120), Baltimore MD, April 2012.

149. B. Balasingam, P. Willett, G. Levchuk & J. Freeman, “Exploratory Joint and SeparateTracking of Geographically Related Time Series,” SPIE Conference on Signal Processing,Sensor Fusion, and Target Recognition XX (Conference DSS120), Baltimore MD, April2012.

150. R. Georgescu and P. Willett, “The Classification Aided-Cardinalized Probability Hypoth-esis Density (CA-CPHD) Tracker,” SPIE Conference on Signal Processing, Sensor Fusion,and Target Recognition XX (Conference DSS120), Baltimore MD, April 2012.

151. S. Schoenecker, P. Willett and Y. Bar-Shalom, “Maximum Likelihood Probabilistic DataAssociation (ML-PDA) Tracker Implemented in Delay-Time/Bearing Space Applied toMultistatic Sonar Data Sets,” SPIE Conference on Signal Processing, Sensor Fusion, andTarget Recognition XX (Conference DSS119), Orlando FL, April 2012.

152. X. Song, P. Willett and S. Zhou, “The Power Game Between a MIMO Radar and Jammer,”Proceedings of ICASSP 2012, Kyoto Japan, March 2012.

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153. X. Song, P. Willett and S. Zhou, “Optimal Power Allocation for MIMO Radars withHeterogeneous Propagation Losses,” Proceedings of ICASSP 2012, Kyoto Japan, March2012.

154. Y. Sun and P. Willett “Classification of Signals with Duration-Dependent Segments viaClass-Specific Features and MCMC,” IEEE Aerospace Conference, Big Sky MT, March2012.

155. Z. Wang, S. Zhou, J. Catipovic and P. Willett, “Parameterized Cancellation of Partial-Band Partial-Block-Duration Interference for Underwater Acoustic OFDM,” ACM Inter-national Workshop on UnderWater Networks, Seattle WA, December 2011.

156. D. Crouse, P. Willett, Y. Bar-Shalom and L. Svensson, “Aspects of MMOSPA Estimation,”Proceedings of the Conference on Decision and Control (2011 CDC/ECC), Orlando FL,December 2011.

157. D. Crouse, P. Willett, Y. Bar-Shalom and L. Svensson, “CS versus MAP and MMOSPAfor Multi-Target Radar AOAs,” Proceedings of the Asilomar Conference, November 2011.

158. Z. Wang, S. Zhou, J. Preisig, K. Pattipati and P. Willett, “Per-Cluster-Prediction BasedSparse Channel Estimation for Multicarrier Underwater Acoustic Communications,” 2011IEEE International Conference on Signal Processing, Communications and Computing,Xi’an, China, September, 2011.

159. P. Braca, S. Marano, V. Matta and P. Willett, “Quickest Distributed Detection via RunningConsensus,” Proceedings of EUSIPCO, Barcelona, August 2011.

160. P. Carroll, S. Zhou, H. Zhou, J.-H. Cui and P. Willett, “Localization and Tracking ofUnderwater Physical Systems,” ICST Conference on Communications and Networking inChina, Harbin August 2011.

161. S. Bordonaro, P. Willett and Y. Bar-Shalom, “Tracking with Biased Measurements,” SPIEConference on Signal and Data Processing of Small Targets, San Diego CA, August 2011.

162. D. Zhao, R. Georgescu and P. Willett, “Regression Data Classification With Data Re-duction Techniques and Support Vector Machines,” SPIE Conference on Signal and DataProcessing of Small Targets, San Diego CA, August 2011.

163. D. Crouse and P. Willett, “Identity Variance for Multi-Object Estimation,” SPIE Confer-ence on Signal and Data Processing of Small Targets, San Diego CA, August 2011.

164. R. Georgescu and P. Willett, “Multiple Model Cardinalized Probability Hypothesis Density(MMCPHD) Tracker Applied to the Metron Dataset,” SPIE Conference on Signal andData Processing of Small Targets, San Diego CA, August 2011.

165. S. Schoenecker, P. Willett and Y. Bar-Shalom, “A Comparison of the ML-PDA and theML-PMHT Algorithms,” Proceedings of FUSION 2011, Chicago IL, July 2011.

166. D. Crouse, P. Willett, L. Svensson, D. Svensson and M. Guerriero, “The Set MHT,”Proceedings of FUSION 2011, Chicago IL, July 2011.

167. X. Song, P. Willett and S. Zhou, “Posterior Cramer-Rao Bounds for Doppler Biased Mul-tistatic Range-only Tracking,” Proceedings of FUSION 2011, Chicago IL, July 2011.

168. R. Osborne, Y. Bar-Shalom, and P. Willett, “Track-to-Track Association with AugmentedState,” Proceedings of FUSION 2011, Chicago IL, July 2011.

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169. D. Crouse, P. Willett, K. Pattipati and L. Svensson, “A Look at Gaussian Mixture Reduc-tion Algorithms,” Proceedings of FUSION 2011, Chicago IL, July 2011.

170. R. Georgescu and P. Willett, “Random Finite Set Markov Chain Monte Carlo PredetectionFusion,” Proceedings of FUSION 2011, Chicago IL, July 2011.

171. X. Song, P. Willett and S. Zhou, “Target Localization with NLOS Circularly ReflectedAoA,” Proceedings of ICASSP, Prague, May 2011.

172. D. Crouse and P. Willett, “PDF Manipulations for Improved Track Accuracy,” Proceedingsof ICASSP 2011.

173. D. Crouse, P. Willett, M. Guerriero and L. Svensson, “An Approximate Mininum MOSPAEstimator,” Proceedings of ICASSP, Prague, May 2011.

174. X. Song, P. Willett and S. Zhou, “Detection Performance for Statistical MIMO Radar withIdentical and Orthogonal Waveforms,” Proceedings of the Radar Conference, Kansas City,May 2011.

175. S. Schoenecker, P. Willett and Y. Bar-Shalom, “Maximum Likelihood Probabilistic Multi-Hypothesis Tracker Applied to Multistatic Sonar Data Sets,” SPIE Conference on SignalProcessing, Sensor Fusion, and Target Recognition XX (Conference DSS122), Orlando FL,April 2011.

176. D. Svensson, L. Svensson, D. Crouse, M. Guerriero and P. Willett, “The Set IMMJPDAFilter for Multitarget Tracking,” SPIE Conference on Signal Processing, Sensor Fusion,and Target Recognition XX (Conference DSS122), Orlando FL, April 2011.

177. D. Svensson, L. Svensson, M. Guerriero, D. Crouse and P. Willett, “The Multitarget SetJPDA Filter with Target Identity,” SPIE Conference on Signal Processing, Sensor Fusion,and Target Recognition XX (Conference DSS122), Orlando FL, April 2011.

178. T. Yuan, Y. Bar-Shalom, P. Willett and D. Hardiman, “A Multiple IMM Approach withUnbiased Mixing for Thrusting Projectiles,,” SPIE Conference on Signal Processing, Sen-sor Fusion, and Target Recognition XX (Conference DSS122), Orlando FL, April 2011.

179. S. Choi, P. Willett, F. Daum and J. Huang, “Discussion and Application of the HomotopyFilter,” SPIE Conference on Signal Processing, Sensor Fusion, and Target Recognition,Orlando FL, April 2011.

180. J. Huang, S. Zhou J. Huang, J. Preisig, L. Freitag and P. Willett, “Progressive MIMO-OFDM Reception over Time-varying Underwater Acoustic Channels,” Proceedings of theAsilomar Conference, November 2010.

181. M. Guerriero, S. Coraluppi, C. Carthel and P. Willett, “Analysis of AIS Intermittency andVessel Characterization using a Hidden Markov Model,” INFORMATIK 2010: ServiceScience – Neue Perspektiven fur die Informatik, Leipzig, September 2010.

182. P. Carroll, S. Zhou, H. Zhou, J.-H. Cui and P. Willett, “Underwater Localization Basedon Multicarrier Waveforms,” OCEANS 2010, Seattle, September 2010.

183. J. Huang, S. Zhou, C. Berger and P. Willett, “Progressive Inter-carrier Interference Equal-ization for OFDM Transmission over Time-varying Underwater Acoustic Channels,” OCEANS2010, Seattle, September 2010.

184. D. Crouse, R. Osborne, K. Pattipati, P. Willett, and Y. Bar-Shalom, “2D Location andOrientation Estimation of Angle-Only Sensor Arrays Using Targets of Opportunity,” Pro-ceedings of FUSION 2010, Edinburgh, Scotland, July 2010.

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185. M. Guerriero, D. Svensson, L. Svensson and P. Willett, “Shooting Two Birds with TwoBullets: How to Find Minimum Mean OSPA Estimates,” Proceedings of FUSION 2010,Edinburgh, Scotland, July 2010.

186. R. Georgescu, P. Willett and S. Schoenecker, “GM-CPHD and ML-PDA Applied to theMetron Multi-Static Sonar Dataset,” Proceedings of FUSION 2010, Edinburgh, Scotland,July 2010.

187. R. Georgescu, J. Huang, D. Crouse, S. Choi, S. Zhou and P. Willett “Channel Trackingwith the Cardinalized Probability Hypothesis Density Filter and the Multiple Hypothe-sis Tracker,” Proceedings of the European Conference on Underwater Acoustics, IstanbulTurkey, July 2010.

188. X. Song, S. Zhou and P. Willett, “Multipath Interference Mitigation for a Shared SpectrumMIMO Radar System,” Proceedings of the 2010 IEEE Radar Conference, Washington DC,May 2010.

189. V. Pozdnyakov, J. Glaz, M. Guerriero, J. M. Steele, P. Willett, “Repeated SignificanceTests in Presence of Random Costs,” New England Statistics Symposium, Harvard Univer-sity, April 2010.

190. K. Romeo, D. Crouse, Y. Bar-Shalom and P. Willett, “The JPDAF in Practical Systems:Approximations,” SPIE Conference on Signal and Data Processing of Small Targets #7698,Orlando FL, April 2010.

191. T. Yuan, Y. Bar-Shalom, P. Willett and D. Hardiman, “Impact Point Prediction for ShortRange Thrusting Projectiles,” SPIE Conference on Signal and Data Processing of SmallTargets #7698, Orlando FL, April 2010.

192. R. Georgescu and P. Willett, “The GM-CPHD Applied to Real and Realistic MultistaticSonar Data,” SPIE Conference on Signal and Data Processing of Small Targets #7698,Orlando FL, April 2010.

193. S. Schoenecker, P. Willett and Y. Bar-Shalom, “Maximum Likelihood Probabilistic DataAssociation Filter Applied to Bistatic Sonar Data Sets,” SPIE Conference on Signal andData Processing of Small Targets #7698, Orlando FL, April 2010.

194. D. Crouse, K. Romeo, Y. Bar-Shalom and P. Willett, “The JPDAF in Practical Systems:Computation, Approximations and Snake Oil,” SPIE Conference on Signal and Data Pro-cessing of Small Targets #7698, Orlando FL, April 2010.

195. X. Song, S. Zhou and P. Willett, “The Role of the Ambiguity Function in CompressedSensing Radar,” Proceedings of ICASSP 2010, Dallas TX, March 2010.

196. M. Guerriero, P. Willett, S. Marano and V. Matta, “Asymptotically Optimal Power-Constrained Distributed Estimation,” Proceedings of ICASSP 2010, Dallas TX, March2010.

197. R. Georgescu, C. Berger, P. Willett, M. Azam and S. Ghoshal, “Comparison of DataReduction Techniques Based on the Performance of SVM-type Classifiers,” Proceedings ofIEEE Aerospace Conference, Big Sky MT, March 2010.

198. V. Ravindra, M. Guerriero, P. Willett and S. Coraluppi, “Removing Active Sonar PingTiming Ambiguity via Multidimensional Assignment,” NATO Workshop on Data Fusionand Anomaly Detection for Maritime Situational Awareness (MSA 2009), La Spezia, Italy,September 2009.

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199. S. Coraluppi and P. Willett, “Analysis of the Track Coalescence Effect in Target Trackingwith Probabilistic Data Association,” NATO Workshop on Data Fusion and AnomalyDetection for Maritime Situational Awareness (MSA 2009), La Spezia, Italy, September2009.

200. L. Svensson, M. Guerriero, D. Svensson and P. Willett, “Set JPDA Algorithm for TrackingSonar Crossing Targets,” NATO Workshop on Data Fusion and Anomaly Detection forMaritime Situational Awareness (MSA 2009), La Spezia, Italy, September 2009.

201. J. Huang, J. Huang, C. Berger, S. Zhou, and P. Willett, “Iterative Sparse Channel Estima-tion and Decoding for Underwater MIMO-OFDM,” Proceedings of OCEANS 2009, BiloxiMS, October 2009.

202. J. Huang, J. Huang, C. Berger, S. Zhou, and P. Willett, “A Progressive Receiver forUnderwater MIMO-OFDM,” Proceedings of OCEANS 2009, Biloxi MS, October 2009.

203. J. Huang, S. Zhou and P. Willett, “Near-Shannon-Limit Linear-Time Encodable NonbinaryIrregular LDPC Codes,” Proceedings of GlobeCom, Honolulu HI, December 2009.

204. S. Coraluppi, C. Carthel, and P. Willett, “Further Analysis of the Track Repulsion Effectin Automatic Tracking,” SPIE Conference on Signal and Data Processing of Small Targets,San Diego CA, August 2009.

205. R. Osborne, Y. Bar-Shalom, P. Willett and G. Baker, “Design of an Adaptive PassiveCollision Warning System for UAVs,” Proceedings of the SPIE Conference on Signal andData Processing of Small Targets, San Diego CA, August 2009.

206. D. Crouse, Y. Bar-Shalom and P. Willett, “Sensor Bias Estimation in the Presence ofData Association Uncertainty,” Proceedings of the SPIE Conference on Signal and DataProcessing of Small Targets, San Diego CA, August 2009.

207. S. Choi, C. Berger, D. Crouse, S. Zhou, and P. Willett, “Target Tracking Using CompressedSensing for Multistatic Radar with Non-Cooperative Illumination by DAB/DVB-T,” Pro-ceedings of the SPIE Conference on Signal and Data Processing of Small Targets, SanDiego CA, August 2009.

208. L. Svensson, D. Svensson and P. Willett, “Set JPDA Algorithm for Tracking UnorderedSets of Targets,” Proceedings of FUSION 2009, Seattle WA, July 2009.

209. D. Crouse, M. Guerriero, P. Willett, R. Streit and D. Dunham, “A Suspicious Look at thePMHT,” Proceedings of FUSION 2009, Seattle WA, July 2009.

210. R. Georgescu, S. Schoenecker and P. Willett, “GM-CPHD and MLPDA Applied to theSEABAR07 and TNO-Blind Multi-static Sonar Data,” Proceedings of FUSION 2009, Seat-tle WA, July 2009.

211. P. Braca, M. Guerriero, S. Marano, V. Matta and P. Willett, “Distributed Estimationwith Data Association: Is the Nearest Neighbor The Most Informative?” Proceedings ofFUSION 2009, Seattle WA, July 2009.

212. S. Coraluppi, C. Carthel, P. Willett, M. Dingboe, O. O’Neill, and T. Luginbuhl, “The TrackRepulsion Effect in Automatic Tracking,” Proceedings of FUSION 2009, Seattle WA, July2009.

213. C. Carthel, S. Coraluppi, P. Willett, M. Maratea and A. Maguer, “Maximum LikelihoodApproach to HF Radar Performance Characterization,” FUSION 2009, Seattle WA, July2009.

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214. R. Lynch and P. Willett, “Maximizing Expected Gain in Supervised Discrete BayesianClassification When Fusion Binary Valued Features,” Proceedings of FUSION 2009, SeattleWA, July 2009.

215. C. Berger, M. Guerriero, S. Zhou and P. Willett, “Decentralized detection using noncoher-ent modulation: Is MAC that good?” Proceedings of IEEE SPAWC, Perugia Italy, June2009.

216. C. Berger, S. Zhou, W. Chen and P. Willett, “Sparse Channel Estimation for OFDM: Over-Complete Dictionaries and Super-Resolution,” Proceedings of IEEE SPAWC, Perugia Italy,June 2009.

217. P. Braca, S. Marano, V. Matta and P. Willett, “Decentralized Asymptotic Detection byRunning Consensus,” Proceedings of IEEE SPAWC, Perugia Italy, June 2009.

218. Z. Guo, J. Huang, B. Wang, J.-H. Cui, S. Zhou and P. Willett, “NB-JNCD: Practical Non-Binary Joint Network Channel Decoding for Reliable Communication in Large, Multi-hopWireless Networks,” Proceedings of the ACM International Symposium on Mobile Ad HocNetworking and Computing (MOBIHOC), New Orleans LA, May 2009.

219. X. Song, S. Zhou and P. Willett, “Enhanced Multistatic Radar Resolution via STC,” IEEERadar Conference, Pasadena CA, May 2009.

220. C. Berger, S. Zhou, J. Preisig and P. Willett, “Sparse Channel Estimation for MulticarrierUnderwater Acoustic Communication: From Subspace Methods to Compressed Sensing,”Proceedings of OCEANS 2009, Bremen Germany, May 2009.

221. S. Mason, C. Berger, S. Zhou, K. Ball, L. Freitag, and P. Willett, “Receiver Comparisons onan OFDM Design for Doppler Spread Channels,” Proceedings of OCEANS 2009, BremenGermany, May 2009.

222. D. Crouse, P. Willett and Y. Bar-Shalom, “Sensor Bias Estimation in the Presence of DataAssociation Uncertainty,” Proceedings of the SPIE Conference, Orlando FL, April 2009.

223. R. Lynch and P. Willett, “Estimating the Threshold for Maximizing Expected Gain inSupervised Discrete Bayesian Classification,” Proceedings of the SPIE Conference, OrlandoFL, April 2009.

224. P. Willett, W. Dale Blair and X. Zhang, “Performance Limits for Monopulse MatchedFilter Samples,” Proceedings of IEEE Aerospace Conference, Big Sky, MT, March 2009.

225. S. Mason, C. Berger, S. Zhou, K. Ball, L. Freitag, P. Willett, “OFDM Design for Under-water Acoustic Channels with Large Doppler Spread,” Proceedings of the 2009 IEEE DSPWorkshop, Marco Island FL, January 2009.

226. B. Demissie and P. Willett, “Subspace Approach to Direction Finding of Rapidly Mov-ing Sources with a Uniform Linear Array,” Proceedings of the IEEE 25th Convention ofElectrical and Electronics Engineers in Israel, Eilat Israel, December 2008.

227. M. Oispuu, B. Demissie and P. Willett, “Bearing Data Association in the Presence ofClutter Using a Fictitious Antenna Array,” Proceedings of the IEEE 25th Convention ofElectrical and Electronics Engineers in Israel, Eilat Israel, December 2008.

228. C. Berger, S. Zhou, P. Willett, B. Demissie, and J. Heckenbach, “Compressed Sensing forOFDM/MIMO Radar,” Proceedings of the Asilomar Conference, October 2008.

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229. S. Marano, V. Matta and P. Willett, “Distributed Detection with a Secrecy Constraint,”Proceedings of the Asilomar Conference, October 2008.

230. V. Ravindra, M. Guerriero, P. Willett and S. Coraluppi, “Underwater Target TrackingUsing a Multi-Ping Active Sonar Paradigm,” Proceedings of OCEANS 2008, MontrealCanada, September 2008.

231. B. Li, S. Zhou, J. Huang, K. Ball, M. Stojanovic, L. Freitag, P. Willett, “Further Re-sults on High-Rate MIMO-OFDM Underwater Acoustic Communications,” Proceedings ofOCEANS 2008, Montreal Canada, September 2008.

232. D. Grimmett, S. Coraluppi, B. LaCour, C. Hempel, T. Lang, P. de Theije, P. Willett, “Mul-tistatic Tracker Evaluation Using Simulated Scenario Data Sets,” Proceedings of FUSION2008, Cologne Germany, July 2008.

233. O. Erdinc, P. Willett and S. Coraluppi, “The Gaussian Mixture Cardinalized PHD Trackeron MSTWG and SEABAR07 Datasets,” Proceedings of FUSION 2008, Cologne Germany,July 2008.

234. C. Berger, S. Zhou and P. Willett, “Signal Extraction Using Compressed Sensing for PassiveRadar with OFDM Signals,” Proceedings of FUSION 2008, Cologne Germany, July 2008.

235. M. Wieneke and P. Willett, “On track-management within the PMHT framework,” Pro-ceedings of FUSION 2008, Cologne Germany, July 2008.

236. S. Choi, C. Berger, S. Zhou and P. Willett, “Estimation of Target Trajectories Basedon Distributed Channel Energy Measurements,” Proceedings of FUSION 2008, CologneGermany, July 2008.

237. M. Guerriero, P. Willett, S. Coraluppi and C. Carthel, “Radar/AIS Data Fusion and SARTasking for Maritime Surveillance,” Proceedings of FUSION 2008, Cologne Germany, July2008.

238. S. Coraluppi, M. Guerriero and P. Willett, “Optimal Fusion Performance Modeling inSensor Networks,” Proceedings of FUSION 2008, Cologne Germany, July 2008.

239. S. Coraluppi, M. Guerriero and P. Willett, “Contact Fusion in Large Sensor Networks:Operational Performance Analysis,” Proceedings of the NATO RTO SET Panel Symposiumon Sensors and Technology for Defence Against Terrorism, Mannheim Germany, April2008.

240. S. Mason, C. Berger, S. Zhou, and P. Willett, “Detection, Synchronization, and DopplerScale Estimation with Multicarrier Waveforms in Underwater Acoustic Communication,”Proceedings of OCEANS, Kobe Japan, April 2008.

241. J. Huang, S. Zhou, and P. Willett, “Nonbinary LDPC Coding for Multicarrier UnderwaterAcoustic Communication,” Proceedings of OCEANS, Kobe Japan, April 2008.

242. B. Li, S. Zhou, J. Huang and P. Willett, “Scalable OFDM Design for Underwater AcousticCommunications,” Proceedings of ICASSP 2008, Las Vegas NV, March 2008.

243. J. Huang, S. Zhou and P. Willett, “Structure of Non-Binary Regular LDPC Cycle Codes,”Proceedings of ICASSP 2008, Las Vegas NV, March 2008.

244. M. Guerriero, P. Willett and J. Glaz, “Target Detection in Sensor Network Using a Zamboniand Scan Statistics,” Proceedings of ICASSP 2008, Las Vegas NV, March 2008.

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245. M. Guerriero, P. Willett, S. Marano and V. Matta, “Speedier Sequential Tests via Stochas-tic Resonance,” Proceedings of ICASSP 2008, Las Vegas NV, March 2008.

246. C. Berger, J. Areta, K. Pattipati and P. Willett, “Compressed Sensing: A Look BeyondLinear Programming,” Proceedings of ICASSP 2008, Las Vegas NV, March 2008.

247. D. Crouse, C. Berger, S. Zhou and P. Willett, “Optimal Memoryless Relays with Non-Coherent Modulation,” Proceedings of the Conference on Information Science and Systems,Princeton NJ, March 2008.

248. M. Guerriero, S. Coraluppi, and P. Willett, “Analysis of Scan and Batch Processing Ap-proaches to Static Fusion in Sensor Networks,” SPIE Conference on Signal and Data Pro-cessing of Small Targets, March 2008.

249. C. Berger, S. Zhou and P. Willett, “Aspect Aware UAV Localization,” SPIE Conferenceon Signal and Data Processing of Small Targets, March 2008.

250. A. Register, W.D. Blair and P. Willett, “Using Measured RCS in a Serial, DecentralizedFusion Approach to Radar-Target Classification,” IEEE Aerospace Conference, Big Sky,MT, March 2008.

251. S. Marano, P. Willett and V. Matta, “Efficient GLRTs via SPRTs,” IEEE AerospaceConference, Big Sky, MT, March 2008.

252. A. Isaac, P. Willett and Y. Bar-Shalom, “Detecting and Tracking Separating Objects UsingDirect Monopulse Measurements,” IEEE Aerospace Conference, Big Sky, MT, March 2008.

253. B. Li, S. Zhou, M. Stojanovic, L. Freitag, J. Huang and P. Willett, “MIMO-OFDM over anUnderwater Acoustic Channel,” Proceedings of OCEANS, Vancouver Canada, September2007.

254. P. Willett, T. Luginbuhl and E. Giannopoulos, “MHT Tracking for Crossing Sonar Tar-gets,” SPIE Conference on Signal and Data Processing of Small Targets, San Diego CA,August 2007.

255. V. Ravindra, Y. Bar-Shalom, and P. Willett, “Projectile identification and Impact PointPrediction”, SPIE Conference on Signal and Data Processing of Small Targets, San DiegoCA, August 2007.

256. W. Blanding, P. Willett, R. Streit and D. Dunham, “Consistent Covariance Estimation forthe PMHT,” SPIE Conference on Signal and Data Processing of Small Targets, San DiegoCA, August 2007.

257. O. Gerard, C. Carthel, S. Coraluppi, and P. Willett, “Feature-Aided Tracking for Ma-rine Mammal Detection and Classification,” International Workshop on the Detection andClassification of Marine Mammals Using Passive Acoustics, Boston, July 2007.

258. M. Ulmke, O. Erdinc and P. Willett, “Gaussian Mixture Cardinalized PHD Filter forGround Moving Target Tracking,” Proceedings of FUSION 2007, Quebec City Canada,July 2007.

259. W. Blanding, P. Willett, R. Streit and D. Dunham, “Multi-Frame Assignment PMHT ThatAccounts for Missed Detections,” Proceedings of FUSION 2007, Quebec City Canada, July2007.

260. O. Gerard, C. Carthel, S. Coraluppi and P. Willett, “MHT and ML Approaches to MarineMammal Detection,” Proceedings of OCEANS, Aberdeen Scotland, June 2007.

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261. P. Willett, S. Coraluppi and W. Blanding, “Sequential ML for Multistatic Sonar Tracking,”Proceedings of OCEANS, Aberdeen Scotland, June 2007.

262. B. Li, S. Zhou, M. Stojanovic, L. Freitag, P. Willett, “Non-Uniform Doppler Compensationfor Zero-Padded OFDM over Fast-Varying Underwater Acoustic Channels,” Proceedingsof OCEANS, Aberdeen Scotland, June 2007.

263. W. Blanding, P. Willett and Y. Bar-Shalom, “Multisensor Track Termination for Targetswith Fluctuating SNR,” Proceedings of ICASSP, Honolulu HI, April 2007.

264. S. Marano, V. Matta, L. Tong and P. Willett, “Multi-terminal Inference over MultipleAccess Channels,” Proceedings of ICASSP, Honolulu HI, April 2007.

265. M. Guerriero, P. Willett, S. Marano and V. Matta, “Some Aspects of DOA EstimationUsing a Network of Blind Sensors,” Proceedings of ICASSP, Honolulu HI, April 2007.

266. R. Lynch and P. Willett, “Mining Unknown Patterns in Data When the Features areCorrelated,” Proceedings of the SPIE Conference, Orlando FL, April 2007.

267. W. Blanding, P. Willett and Y. Bar-Shalom, “Multiple Target Tracking Using ML-PDA”Proceedings of the IEEE Aerospace Conference, Big Sky, MT, March 2007.

268. S. Singh, S. Ruan, K. Choi, K. Pattipati, P. Willett, M. Namburu, S. Chigusa, D. Prokhorovand L. Qiao “An Optimization-Based Method for Dynamic Multiple Fault Diagnosis Prob-lem,” Proceedings of the IEEE Aerospace Conference, Big Sky, MT, March 2007.

269. S. Singh, H. Tu, W. Donat, K. Pattipati and P. Willett, “Anomaly Detection via Feature-Aided Tracking and Hidden Markov Models,” Proceedings of the IEEE Aerospace Confer-ence, Big Sky, MT, March 2007.

270. S. Marano, V. Matta and P. Willett, “Quantizer Design for Decentralized MMSE Estima-tion,” Proceedings of the Conference on Decision and Control, San Diego CA, December2006.

271. S. Singh, W. Donat, H. Tu, J. Lu, K. Pattipati, P. Willett, “An Advanced System forModeling Asymmetric Threats,” Proceedings of the IEEE Conference on Systems, Manand Cybernetics, Taipei, Taiwan, October 2006.

272. C. Berger, S. Zhou, Z. Tian and P. Willett, “Precise Timing for Multiband OFDM ina UWB System,” Proceedings of the IEEE International Conference on Ultra Wideband2006, Boston MA, September 2006.

273. S. Marano, V. Matta and P. Willett, “Locally Optimum Estimation in Wireless SensorNetworks,” Proceedings of EUSIPCO, Florence Italy, September 2006.

274. W. Blanding, P. Willett, Y. Bar-Shalom, “Optimal and Real-Time Track Validation forML-PDA Tracking,” Proceedings of OCEANS 2006, Boston MA, September 2006.

275. W. Zimmer, S. Coraluppi and P. Willett, “A Chorus of Whales: Evaluation of Sequentialand Batch Approaches to Time-Series Tracking,” Proceedings of OCEANS 2006, BostonMA, September 2006.

276. Y. Lin, B. Chen, P. Willett and B. Suter, “Distributed Binary Quantizers for Communica-tion Constrained Large-scale Sensor Networks,” Proceedings of the International Confer-ence on Information Fusion, Florence, Italy, July 2006.

277. P. Willett and S. Coraluppi, “MLPDA and MLPMHT Applied to MSTWG Data,” Pro-ceedings of the International Conference on Information Fusion, Florence, Italy, July 2006.

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278. O. Erdinc, P. Willett and S. Coraluppi, “Multistatic Sensor Placement: A Tracking Ap-proach,” Proceedings of International Conference on Information Fusion, Florence, Italy,July 2006.

279. R. Lynch and P. Willett, “Utilizing Fused Features to Mine Unknown Clusters in TrainingData,” Proceedings of International Conference on Information Fusion, Florence, Italy,July 2006.

280. R. Lynch, I. Kirsteins, J. Kelly and P. Willett, “The Impact of Signal Bandwidth on Coher-ence Losses in Reverberant Dispersive Environments,” Proceedings of the 2006 UnderseaDefense Technology European Conference, Hamburg, Germany, June 2006.

281. W. Blanding, S. Coraluppi and P. Willett, “Track Management in a Multi-Sensor MHTfor Targets with Aspect-Dependent SNR,” Proceedings of the SPIE Conference on Signaland Data Processing of Small Targets, Orlando FL, April 2006.

282. O. Erdinc, P. Willett and Y. Bar-Shalom, “A Physical-Space Approach for the ProbabilityHypothesis Density and Cardinalized Probability Hypothesis Density Filters,” Proceedingsof the SPIE Conference on Signal and Data Processing of Small Targets, Orlando FL, April2006.

283. R. Lynch and P. Willett, “An Algorithmic Approach to Mining Unknown Clusters inTraining Data,” Proceedings of the 2006 SPIE Aerosense Conference on Data Mining,Intrusion Detection, Information Assurance, and Data Networks Security, Orlando FL,April 2006.

284. Y. Chen, P. Willett and Q. Zhu, “Frequency Estimation in Optical Coherence Tomographyusing Adaptive Notch Filter,” TUI40:1-3, Optical Society of America Topical Meeting, FortLauderdale FL, March 2006.

285. S. Zhou and P. Willett, “Submarine Location Estimation via a Network of Detection-OnlySensors,” Proceedings of the Conference on Information Sciences and Systems, PrincetonNJ, March 2006.

286. R. Lynch, I. Kirsteins, J. Kelly, P. Willett, “Analytical Results in Detecting BroadbandSignals in Reverberant Dispersive Environments,” Proceedings of the IEEE Aerospace Con-ference, March 2006.

287. H. Tu, S. Singh, K. Pattipati, P. Willett, “On Detection Networks and Iterated Influ-ence Diagrams: Application to a Parallel Distributed Structure,” Proceedings of the IEEEAerospace Conference, March 2006.

288. P. Willett, S. Coraluppi and W. Blanding, “Comparison of Soft and Hard AssignmentML Trackers on Multistatic Data,” Proceedings of the IEEE Aerospace Conference, March2006.

289. W. Blanding, P. Willett and Y. Bar-Shalom, “ML-PDA Track Validation Thresholds,”Proceedings of the IEEE Aerospace Conference, March 2006.

290. S. Zhou, B. Li and P. Willett, “Recursive and Trellis-based Feedback Reduction for MIMO-OFDM with Transmit Beamforming,” Proceedings of Globecom 2005, St. Louis MO, Novem-ber 2005.

291. R. Lynch and P. Willett, “A Theoretical Performance Analysis of the Bayesian Data Re-duction Algorithm” Proceedings of the IEEE Conference on Systems, Man and Cybernetics,Hawaii, October 2005.

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292. O. Erdinc, J. Areta, S. Coraluppi, P. Willett, “Multistatic Sonar Sensor Placement ATracking Perspective,” Proceedings of 2005 SPIE Conference on Signal and Data Process-ing of Small Targets, San Diego CA, August 2005.

293. W. Blanding, P. Willett, Y. Bar-Shalom and R. Lynch, “Torpedo-Platform Cooperationin Covert Tracking,” Proceedings of 2005 SPIE Conference on Signal and Data Processingof Small Targets, San Diego CA, August 2005.

294. A. Isaac, X. Zhang, P. Willett, Y. Bar-Shalom, “Tracking of Two Closely-Spaced ObjectsUsing Monopulse Measurements,” Proceedings of 2005 SPIE Conference on Signal andData Processing of Small Targets, San Diego CA, August 2005.

295. X. Zhang, A. Isaac, P. Willett, Y. Bar-Shalom, “Detection and Localization of MultipleUnresolved Extended Objects via Monopulse Radar Signal Processing,” Proceedings of2005 SPIE Conference on Signal and Data Processing of Small Targets, San Diego CA,August 2005.

296. S. Marano, V. Matta, P. Willett and L. Tong, “Simple and High-Performing DOA Esti-mation by a Field of Blind Beepers,” Proceedings of IEEE Workshop on Statistical SignalProcessing, Bordeaux France, July 2005.

297. O. Erdinc, P. Willett, Y. Bar-Shalom and T. Kirubarajan, “Track Labeling Combinedwith the Probability Hypothesis Density Filter for Multitarget Multisensor Tracking,”Proceedings of ISIF Fusion Conference, Philadelphia, July 2005.

298. R. Lynch and P. Willett, “How Well Do Discrete Bayesian Methods Represent a TrueModel for Each Class?” Proceedings of ISIF Fusion Conference, Philadelphia, July 2005.

299. S. Marano, V. Matta, P. Willett and L. Tong, “SPRTS in Sensor Networks with MobileAgents,” Proceedings of SPAWC 2005, New York City NY, July 2005.

300. R. Lynch and P. Willett, “Utilizing Unsupervised Learning to Cluster Data in the BayesianData Reduction Algorithm,” Proceedings of the 2005 SPIE Aerosense Conference on DataMining, Intrusion Detection, Information Assurance, and Data Networks Security, OrlandoFL, April 2005.

301. V. Matta, S. Marano, P. Willett and L. Tong, “Dumb Isotropic Sensors Can Find DOAs,”Proceedings of ICASSP 2005, Philadelphia, March 2005.

302. F. Palmieri, G. Romano and P. Willett, “Soft Iterative Decoding for Overloaded CDMA,”Proceedings of ICASSP 2005, Philadelphia, March 2005.

303. S. Marano, V. Matta and P. Willett, “An Idea for Quantization with Data Association,”Proceedings of ICASSP 2005, Philadelphia, March 2005.

304. Y. Sun, P. Willett and P. Swaszek, “Target Detection via Fused Sonar Waveforms,” Pro-ceedings of ICASSP 2005, Philadelphia, March 2005.

305. W. Blanding, P. Willett, Y. Bar-Shalom and R. Lynch, “Covert Sonar Tracking,” Proceed-ings of the IEEE Aerospace Conference, Big Sky MT, March 2005.

306. G. Romano, F. Palmieri, P. Willett and D. Mattera, “Separability and Gain Control forOverloaded CDMA,” Proceedings of the Conference on Information Sciences and Systems,Baltimore MD, March 2005.

307. R. Popp, K. Pattipati, P. Willett, D. Serfaty, W. Stacy, K. Carley, J. Allanach, H. Tu, S.Singh, “Collaboration and Modeling Tools for Counter-Terrorism Analysis,” Proceedingsof the IEEE Aerospace Conference, Big Sky MT, March 2005.

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308. Z. Wang and P. Willett, “Detecting Transients of Unknown Length,” Proceedings of theIEEE Aerospace Conference, Big Sky MT, March 2005.

309. P. Willett and S. Coraluppi, “Application of the MLPDA to Bistatic Sonar,” Proceedingsof the IEEE Aerospace Conference, Big Sky MT, March 2005.

310. Y. Ruan and P. Willett, “A Quantized Track Fusion Strategy,” Proceedings of the IEEEConference on Decision and Control, Bahamas, December 2004.

311. R. Lynch and P. Willett, “Quantizing Features Independently in the Bayesian Data Re-duction Algorithm” IEEE Conference on Systems, Man and Cybernetics, The Netherlands,October 2004.

312. S. Singh, H. Tu, J. Allanach, K. Pattipati and P. Willett, “Stochastic Modeling of a Ter-rorist Event via the ASAM System” IEEE Conference on Systems, Man and Cybernetics,The Netherlands, October 2004.

313. P. Willett and L. Tong, “One Aspect to Cross-Layer Design in Sensor Networks,” Proceed-ings of MILCOM, Monterrey CA, October 2004.

314. R. Popp, K. Pattipati, P. Willett, D. Serfaty, W. Stacy, J. Allanach, H. Tu, S. Singh,“NEMESIS: A Collaborative Environment for Counter-terrorism Analysis,” Proceedings of2004 IEEE International Conference on Computational Intelligence for Homeland Securityand Personal Safety, Venice Italy, July 2004.

315. J. Allanach, H. Tu, S. Singh, K. Pattipati, P. Willett, “An Advanced Analysis Tool forCounter-Terrorism,” Proceedings of NAACSOS, Pittsburgh PA, June 2004.

316. R. Lynch, J. Fay, J. Kelly, P. Willett and J. Reinert, “Low Probability of Intercept Wave-forms for Active Sonar?” Proceedings of the 2004 Undersea Defense Technology EuropeanConference, Nice, France, June 2004.

317. D. Pham, K. Pattipati and P. Willett, “A Generalized Probabilistic Data AssociationDetector for Multiple Antenna Systems,” Proceedings of the IEEE International Commu-nications Conference, Paris, France, June 2004.

318. B. Chen and P. Willett, “Channel Optimized Binary Quantizers for Distributed SensorNetworks,” Proceedings of ICASSP, Montreal, Canada, May 2004.

319. H. Tu, J. Allanach, S. Singh, K. Pattipati, P. Willett, G. Levchuk and W. Stacy, “In-formation Integration among Multiple Agencies via Hierarchical Bayesian Networksm,”Proceedings of 2004 SPIE: Defense and Security Symposium — Technologies for Home-land Security and Law Enforcement Sensors, Command, Control, Communications, andIntelligence (C3I) Technologies for Homeland Security and Homeland Defense, Orlando,FL, April 2004.

320. X. Zhang, P. Willett and Y. Bar-Shalom, “IR Pixel Size Optimization From a TrackingPerspective,” Proceedings of the 2004 SPIE Aerosense Conference on Signal and DataProcessing of Small Targets, Orlando FL, April 2004.

321. P. Willett, W.D. Blair and T. Ogle, “Integrated Multitarget Tracking and Monopulse SignalProcessing for Spawning Targets,” Proceedings of the 2004 SPIE Aerosense Conference onSignal and Data Processing of Small Targets, Orlando FL, April 2004.

322. R. Lynch and P. Willett, “Modeling Feature Uncertainty in the Bayesian Data ReductionAlgorithm,” Proceedings of the 2004 SPIE Aerosense Conference, Orlando FL, April 2004.

44

323. G. Romano, P. Willett and F. Palmieri, “Application of PDA to Coded SynchronousCDMA Systems,” Proceedings of the Conference on Information Sciences and Systems,Princeton NJ, March 2004.

324. Y. Ruan, P. Willett, A. Marrs, S. Marano, F. Palmieri, “Practical Fusion of QuantizedMeasurements via Particle Filtering,” Proceedings of the IEE Conference on Target Track-ing: Algorithms and Applications, March 2004.

325. P. Willett, R. Lynch and J. Reinert, “LPI Waveforms for Active Sonar?,” Proceedings ofthe IEEE Aerospace Conference, March 2004.

326. J. Allanach, H. Tu, F. Tu, S. Singh, P. Willett and K. Pattipati, “Detecting, Tracking, andCounteracting Terrorist Networks via Hidden Markov Models,” Proceedings of the IEEEAerospace Conference, March 2004.

327. O. Erdinc, C. Brideau, P. Willett, T. Kirubarajan, S. Deb and V. Malepati, “Real-TimeDiagnosis and Prognosis With Sensors of Uncertain Quality,” Proceedings of the IEEEAerospace Conference, March 2004.

328. D. Pham, K. Pattipati and P. Willett, “Multiuser Detection with Joint Channel Estimationfor Asynchronous CDMA Flat Rayleigh Fading Channels,” IEEE Conference on Decisionand Control, Honolulu HI, December 2003.

329. R. Lynch and P. Willett, “Classifier Fusion Results Using Various Open Literature DataSets,” IEEE Conference on Systems, Man and Cybernetics, Washington DC, October 2003.

330. P. Willett, W.D. Blair, T. Ogle, G. Brown and A. Register, “Comparison of Methodsfor Tracking Separating Targets with a Monopulse Radar,” Proceedings of the 2003 SPIEAerosense Conference on Signal and Data Processing of Small Targets, San Diego CA, July2003.

331. X. Zhang, Y. Bar-Shalom and P. Willett, “Target Intervisibility,” Proceedings of the 2003SPIE Aerosense Conference on Signal and Data Processing of Small Targets, San DiegoCA, July 2003.

332. P. Willett, J. Bishop and E. Giannopoulos, “Tracking Targets Using Matched Field Ob-servations,” 2003 SPIE Aerosense Conference on Signal and Data Processing of SmallTargets, San Diego CA, July 2003.

333. D. Pham, K. Pattipati, P. Willett and J. Luo, “Data and Channel Estimation in Asyn-chronous CDMA Flat Rayleigh Fading Channels,” Proceedings of the Conference on SignalProcessing in Wireless Applications (SPAWC), Rome Italy, June 2003.

334. J. Luo, K. Pattipati, P. Willett and L. Brunel, “Branch-and-Bound-Based Fast OptimalAlgorithm for Multiser Detection in Synchronous CDMA,” Proceedings of the IEEE Inter-national Communications Conference, Anchorage AK, May 2003.

335. X. Zhang, P. Willett and Y. Bar-Shalom, “Monopulse Radar Detection and Localizationof Multiple Targets via Joint Multiple-Bin Processing,” Proceedings of the IEEE RadarConference, Huntsville AL, May 2003.

336. Z. Wang and P. Willett, “The VTP Test for Transients of Equal Detectability,” Proceedingsof ICASSP 2003, Hong Kong, April 2003.

337. R. Lynch and P. Willett, “Adaptive Classification by Maximizing Class Separability withRespect to the Unlabeled Data,” Proceedings of the 2003 SPIE Aerosense Conference onSystem Diagnosis and Prognosis: Security and Condition Monitoring Issues, April 2003.

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338. O. Erdinc, C. Raghavendra, T. Kirubarajan and P. Willett, “Real-Time System Diagnosiswith Sensors of Uncertain Quality,” Proceedings of the 2003 SPIE Aerosense Conference onSystem Diagnosis and Prognosis: Security and Condition Monitoring Issues, April 2003.

339. J. Luo, L. Qiao, F. Tu, K. Pattipati and P. Willett, “Intelligent Model-based Diagnosticsfor Vehicle Health Management,” Proceedings of the 2003 SPIE Aerosense Conference onSystem Diagnosis and Prognosis: Security and Condition Monitoring Issues, April 2003.

340. R. Lynch and P. Willett, “Bayesian Classification Results Using Data Containing MissingClass Labels,” Proceedings of the IEEE Aerospace Conference, Big Sky MT, March 2003.

341. Y. Ruan, P. Willett and A. Marrs, “Fusion of Quantized Measurements via Particle Fil-tering,” Proceedings of the IEEE Aerospace Conference, Big Sky MT, March 2003.

342. Z. Wang, P. Willett and P. Baggenstoss, “Class-Specific Segmentation of Time Series,”Proceedings of the IEEE Aerospace Conference, Big Sky MT, March 2003.

343. X. Zhang, P. Willett and Y. Bar-Shalom, “The Cramer-Rao Bound for Dynamic TargetTracking With Measurement Origin Uncertainty,” Proceedings of the Conference on Deci-sion and Control, Las Vegas NV, December, 2002.

344. R. Lynch, T. Tran, J. Fay and P. Willett, “Improved Target Detection Performance Us-ing Multiple Waveform Fusion,” Proceedings of the 2002 Undersea Defense TechnologyEuropean Conference, La Spezia, Italy, June 2002.

345. M. Efe, Y. Ruan and P. Willett, “The Pedestrian PMHT,” Proceedings of the 2002 Inter-national Conference on Information Fusion, Annapolis MD, July 2002.

346. Y. Sun, P. Willett and R. Lynch, “Waveform Fusion for Sonar Detection and Estimation,”Proceedings of ICASSP 2002, Orlando FL, May 2002.

347. J. Luo, K. Pattipati, P. Willett and F. Hasegawa, “Optimal User Ordering and Time La-beling for Decision Feedback Detection in Asynchronous CDMA,” Proceedings of ICASSP2002, Orlando FL, May 2002.

348. Z. Wang and P. Willett, “Fast and Accurate Variance-Segmentation of White GaussianData,” Proceedings of ICASSP 2002, Orlando FL, May 2002.

349. Z. Wang, P. Willett, W.D. Blair and Y. Bar-Shalom, “High-Resolution Radar Rangingfor Multiple Targets,” Proceedings of the 2002 SPIE Aerosense Conference on Signal andData Processing of Small Targets, April 2002.

350. R. Lynch and P. Willett, “Classification Performance Results of Various Medical DiagnosticData Sets,” Proceedings of the 2002 SPIE Aerosense Conference on Sensor Fusion, April2002.

351. E. Phelps, T. Kirubarajan and P. Willett, “Useful-Lifetime Tracking via the IMM,” 2002SPIE Aerosense Conference on Component and Systems Diagnostics, Prognostics, andHealth Management, April 2002.

352. R. Lynch and P. Willett, “Adaptive Sequential Bayesian Classification Using Pages Test,”2002 SPIE Aerosense Conference on Component and Systems Diagnostics, Prognostics,and Health Management, April 2002.

353. J. Luo, K. Pattipati, P. Willett and F. Hasegawa, “Multiuser Detection in AsynchronousCDMA using PDA,” Proceedings of the Conference on Information Sciences and Systems,March 2002.

46

354. X. Zhang, P. Willett and Y. Bar-Shalom, “Aspects of Measurement Scheduling for Track-ing,” Proceedings of the 2002 Aerospace Conference, Big Sky MT, March 2002.

355. F. Hasegawa, J. Luo, K. Pattipati and P. Willett, “Speed and Accuracy Comparison ofTechniques to Solve a Binary Quadratic Programming Problem with Applications to Syn-chronous CDMA,” Proceedings of the Conference on Decision and Control, Orlando FL,December 2001.

356. Y. Sun and P. Willett, “The Hough Transform for Long Chirp Detection,” Proceedings ofthe Conference on Decision and Control, Orlando FL, December 2001.

357. J. Luo, K. Pattipati and P. Willett, “Optimal Grouping and User Ordering for SequentialGroup Detection in Synchronous CDMA,” Proceedings of Globecom, November 2001.

358. J. Luo, K. Pattipati and P. Willett, “A PDA Approach to CDMA Multi-User Detection,”Proceedings of Globecom, November 2001.

359. E. Jordan, M. Gell, W. Xie, F. Tu, K. Pattipati and P. Willett, “Prediction of RemainingLife Time Based on Measurements of Stress for Thermal Barrier Coating,” Proceedingsof the ASME International Mechanical Engineering Conference and Exposition, New YorkCity NY, November 2001.

360. F. Hasegawa, J. Luo, K. Pattipati and P. Willett, “Performance of Various Methods forthe Solution of Binary Quadratic Programming Problems,” Proceedings of the IEEE Con-ference on Systems, Man and Cybernetics, Tucson AZ, October 2001.

361. J. Luo, K. Pattipati and P. Willett, “A Sub-Optimal Soft Decision PDA Method for Bi-nary Quadratic Programming,” Proceedings of the IEEE Conference on Systems, Man andCybernetics, Tucson AZ, October 2001.

362. R. Lynch and P. Willett, “Classification Performance Results of Various Real-Life DataSets when the Features are Discretized,” Proceedings of the IEEE Conference on Systems,Man and Cybernetics, Tucson AZ, October 2001.

363. T. Luginbuhl, Y. Sun and P. Willett, “A Track Management System for the PMHT,”Proceedings of the 2001 Conference on Data Fusion, Montreal Canada, August 2001.

364. X. Zhang, P. Willett and Y. Bar-Shalom, “Waveform Effects on Tracking with Conven-tional Processing,” Proceedings of the 2001 SPIE Annual Conference on Signal and DataProcessing of Small Targets, vol. 4473, pp. 130-141, August 2001.

365. Y. Ruan and P. Willett, “Maneuvering PMHTs,” Proceedings of the 2001 SPIE AnnualConference on Signal and Data Processing of Small Targets, vol. 4473, pp. 186-197, August2001.

366. J. Luo, K. Pattipati, P. Willett and J. Luo, “Fast Optimal and Suboptimal Any-TimeAlgorithms for CWMA Multiuser Detection Based on Branch and Bound,” Proceedings ofthe International Symposium on Information Theory, Washington DC, June 2001.

367. Z. Wang and P. Willett, “Improved Power Law Detection of Transients,” Proceedings ofICASSP 2001, Salt Lake City UT, May 2001.

368. Z. Wang, P. Willett and R. Streit, “Wavelets in the Frequency Domain for NarrowbandProcess Detection,” Proceedings of ICASSP 2001, Salt Lake City UT, May 2001.

369. R. Niu, P. Willett, and Y. Bar-Shalom, “Selection of the Radar Waveform from TrackingConsiderations,” Proceedings of the 2001 IEEE Radar Conference, Atlanta GA, May 2001.

47

370. F. Wen, P. Willett and S. Deb, “Analysis of the Westland Dataset,” Proceedings of the2001 SPIE Aerosense Conference on Component and Systems Diagnostics, Prognostics,and Health Management, Orlando FL, April 2001.

371. F. Tu, F. Wen, P. Willett and K. Pattipati, “Signal Processing and Neural Network Toolboxand Its Application to Fault Detection and Isolation,” Proceedings of the 2001 on Com-ponent and Systems Diagnostics, Prognostics, and Health Management Aerosense Confer-ence, Orlando FL, April 2001.

372. R. Lynch and P. Willett, “Utilizing a Class Labeling Feature in an Adaptive BayesianClassification,” Proceedings of the 2001 SPIE Aerosense Conference on Signal Processing,Sensor Fusion and Target Recognition, Orlando FL, April 2001.

373. E. Phelps, T. Kirubarajan and P. Willett, “Statistical Approaches to Prognostics,” Pro-ceedings of the 2001 SPIE Aerosense Conference on Component and Systems Diagnostics,Prognostics, and Health Management, Orlando FL, April 2001.

374. A. Mathur, K. Cavanaugh, P. Willett, T. Galie and K. Pattipati, “Reasoning and ModelingSystems in Diagnosis and Prognosis,” Proceedings of the 2001 SPIE Aerosense Conferenceon Component and Systems Diagnostics, Prognostics, and Health Management, OrlandoFL, April 2001.

375. B. Chen and P. Willett, “Large Sample Analysis of the MVD Statistic for Testing an Expo-nential Null Against a Gamma Alternative” Proceedings of the Conference on InformationSciences and Systems, Baltimore MD, March 2001.

376. F. Palmieri, S. Marano and P. Willett, “Measurement Fusion Under Bandwidth Con-straints” Proceedings of the 2001 Aerospace Conference, Big Sky MT, March 2001.

377. Y. Ruan and P. Willett, “An Improved PMHT Using An Idea from Coding” Proceedingsof the 2001 Aerospace Conference, Big Sky MT, March 2001.

378. E. Jordan, Y. Sohn, W. Xie, M. Gell, L. Xie, F. Tu, K. Pattipati and P. Willett, “ResidualStress Measurement of Thermal Barrier Coatings using Laser Fluorescence Technique andtheir Life Prediction,” Proceedings of AutoTestCon, February 2001.

379. F. Wen and P. Willett, “Condition Monitoring for Helicopter Data,” Proceedings of the2000 Conference on Systems, Man, and Cybernetics, pp. 224-229, Nashville TN, October2000.

380. R. Lynch and P. Willett, “Adaptive Bayesian Classification Using Noninformative DirichletPriors,” Proceedings of the 2000 Conference on Systems, Man, and Cybernetics, pp. 2812-2815, Nashville TN, October 2000.

381. R. Lynch and P. Willett, “Classification and Feature Selection with Fused ConditionallyDependent Binary Valued Features,” Proceedings of the 2000 Conference on Data Fusion,Paris, France, July 2000.

382. P. Willett, P. Swaszek, and R. Blum, “Detection Fusion Under Dependence,” Proceedingsof the 2000 Conference on Data Fusion, Paris, France, July 2000.

383. R. Niu and P. Willett, “A Modified PDAF Based on a Bayesian Detector,” Proceedings ofthe 2000 American Control Conference, Chicago IL, June 2000.

384. R. Lynch and P. Willett, Target Classification Using Features Selected from IndpendentSonar Echoes,” Proceedings of the Undersea Defense Technology European Conference,Edinburgh, Scotland, June 2000.

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385. J. Luo, G. Levchuk, K. Pattipati and P. Willett, “A Class of Coordinate Descent Methodsfor Multiuser Detection,” Proceedings of ICASSP 2000, Istanbul, Turkey, May 2000.

386. P. Willett and Y. Bar-Shalom, “Track Testing for Single Targets in Clutter,” Proceedingsof the 2000 Aerosense Conference on Signal and Data Processing of Small Targets, (ed.:O. Drummond) Orlando FL, April 2000.

387. R. Lynch and P. Willett, “Class-Specific Feature Selection Based on Uniform DirichletPriors,” Proceedings of the 2000 Aerosense Conference, Orlando FL, April 2000.

388. R. Niu, P. Willett, and Y. Bar-Shalom, “Analysis of Waveform Effects on Tracking Per-formance” Proceedings of the 2000 Aerospace Conference, Big Sky MT, March 2000.

389. F. Wen, P. Willett, and S. Deb, “Signal Processing and Fault Detection with Applicationto CH46 Helicopter Data,” Proceedings of the 2000 Aerospace Conference, Big Sky MT,March 2000.

390. Y. Sun and P. Willett, “Improvements and Comparisons of Multi-Chirp Signal DetectionMethods,” Proceedings of the 2000 CISS, Princeton NJ, March 2000.

391. Z. Wang and P. Willett, “Improved Power-Law Detectors for Transient Signals,” Proceed-ings of the 2000 CISS, Princeton NJ, March 2000.

392. J. Luo, G. Levchuk, K. Pattipati, and P. Willett, “A Fast Algorithm for CWMA MultiuserDetection,” Proceedings of the 2000 CISS, Princeton NJ, March 2000.

393. R. Lynch and P. Willett, “A Bayesian Approach to the Missing Features Problem in Clas-sification,” Proceedings of the Conference on Decision and Control, Phoenix AZ, December1999.

394. T. Luginbuhl and P. Willett, “Tracking a General Frequency Modulated Signal in Noise,”Proceedings of the Conference on Decision and Control, Phoenix AZ, December 1999.

395. P. de Aguiar, P. Willett, Z. Wang, and J. Webster, “Workpiece Burn Detection DuringGrinding by Acoustic Emission,” COBEM 99: 15th Brazilian Congress of Mechanical En-gineering, Sao Paolo, Brazil, November 1999.

396. Z. Wang, P. Willett, P. de Aguiar, and J. Webster, “Wheel/Workpiece Contact Detec-tion During Grinding Process by AE Signal,” COBEM 99: 15th Brazilian Congress ofMechanical Engineering, Sao Paolo, Brazil, November 1999.

397. Y. Ruan, P. Willett, and R. Streit, “Assignment versus PMHT in Multi-Sensor/Multi-Target Tracking,” Proceedings of the IEE (Part B) Conference on Target Tracking: Algo-rithms and Applications, London, UK, November 1999.

398. R. Niu and P. Willett, “A PDAF with a Bayesian Detector,” Proceedings of the 1999Conference on Data Fusion, San Jose CA, July 1999.

399. R. Niu, P. Willett, and Y. Bar-Shalom, “System-Level Performance of Radar Waveforms,”Proceedings of the 1999 Mediterranean Conference on Control and Automation, Haifa,Israel, June 1999.

400. Y. Ruan, P. Willett, and R. Streit, “Comparison of PMHT and SD-Assignment Trackers,”Proceedings of 1999 SPIE Aerosense Conference on Signal Processing, Sensor Fusion andTarget Recognition, Orlando FL, April 1999.

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401. Y. Ruan, P. Willett, and R. Streit, “A Comparison of the PMHT and PDAF TrackingAlgorithms Based on their Model CRLBs,” Proceedings of SPIE Aerosense Conference onAcquisition, Tracking and Pointing, Orlando FL, April 1999.

402. R. Niu, P. Willett, and Y. Bar-Shalom, “From the Waveform through the Resolution Cellto the Tracker,” Proceedings of the 1999 Aerospace Conference, Snowmass CO, March 1999.

403. Y. Ruan, P. Willett, and R. Streit, “Making the PMHT the Tracker of Choice” Proceedingsof the 1999 Aerospace Conference, Snowmass CO, March 1999.

404. B. Chen, P. Willett, and R. Streit, “Transient Detection Using a Homogeneity Test,”Proceedings of 1999 ICASSP, Phoenix AZ, March 1999.

405. R. Lynch and P. Willett, “Classification Using Dirichlet Priors when the Training Dataare Mislabeled,” Proceedings of 1999 ICASSP, Phoenix AZ, March 1999.

406. R. Lynch and P. Willett, “Bayesian Classification and Discrete Symbol Quantity Whenthe Training Data are Mislabeled,” Proceedings of DECI99, February 1999.

407. P. Willett and Y. Bar-Shalom, “On the CRLB When Measurements are of Uncertain Ori-gin,” Proceedings of the 1998 Conference on Decision and Control, Tampa FL, December1998.

408. R. Lynch and P. Willett, “Bayesian Classification and the Reduction of Irrelevant Featuresfrom Training Data,” Proceedings of the 1998 Conference on Decision and Control, TampaFL, December 1998.

409. T. Luginbuhl and P. Willett, “Tracking A General, Frequency Modulated Signal In Noise,”Proceedings of the ISIS/PMHT Workshop, Paris Fr., November 1998.

410. P. Willett, Y. Ruan, and R. Streit, “A Variety of PMHTs,” Proceedings of the ISIS/PMHTWorkshop, Paris Fr, November 1998.

411. P. Willett and P. Swaszek, “Optimal Quantization under Dependence,” Proceedings of theAsilomar Conference, Monterrey CA, November 1998.

412. S. Deb, A. Mathur, and P. Willett, “De-centralized Real-time Monitoring and Diagnosis,”Proceedings of International Conference on Systems, Man, and Cybernetics, San DiegoCA, October 1998.

413. R. Lynch and P. Willett, Testing the Statistical Similarity of Discrete Observations Us-ing Dirichlet Priors,” Proceedings of the International Symposium on Information Theory,Boston MA, August 1998.

414. A. Barthelemy and P. Willett, “An Array Interpolation Technique for Improved SARImaging,” Proceedings of the SPIE Conference on Radar Processing, Technology, and Ap-plications, San Diego CA, July 1998.

415. P. Willett and B. Chen, “A New Sequential Detector for Short Duration Signals,” Proceed-ings of ICASSP-98, Seattle WA, May 1998.

416. W. Cao, P. Willett, Y. Bar-Shalom, and R. Niu, “Waveform Selection Based on Detection-Tracking Performance,” Proceedings of the SPIE Aerosense Conference on Signal and DataProcessing of Small Targets, Orlando FL, April 1998.

417. P. Willett, Y. Ruan, and R. Streit, “The Multiple-Model PMHT,” Proceedings of theAmerican Control Conference, Philadelphia PA, June 1998.

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418. P. Willett, Y. Ruan, and R. Streit, “The PMHT for Maneuvering Targets,” Proceedings ofthe SPIE Aerosense Conference on Signal and Data Processing of Small Targets, OrlandoFL, April 1998.

419. B. Chen, P. Willett, and R. Streit, “A Test of Overdispersion in a Data Set with Applicationto Transient Detection,” Proceedings of the 1998 CISS, Princeton NJ, March 1998.

420. B. Chen, P. Willett, and R. Streit, “Improved Bayes/GLRT Transient Detection,” Pro-ceedings of the 1998 CISS, Princeton NJ, March 1998.

421. R. Lynch and P. Willett, “Bayesian Classification and Data Driven Quantization UsingDirichlet Priors,” Proceedings of the 1998 CISS, Princeton NJ, March 1998.

422. B. Chen and P. Willett, “Quickest Detection of Superimposed Hidden Markov ModelsUsing a Multiple Hypothesis Tracker,” Proceedings of the 1998 IEEE Aerospace Conference,Snowmass CO, March 1998.

423. P. de Aguiar, J. Webster, and P. Willett, “Acoustic Emission Applied to Detect WorkpieceBurn During Grinding,” Acoustic Emission: Standards and Technology Update, ASTMSTP 1353, S. Vahaviolis ed., pp. 107-124, 1999.

424. B. Chen and P. Willett, “Quickest Detection of HMM Signals,” Proceedings of the Confer-ence on Decision and Control, San Diego CA, December 1997.

425. C. Rago, P. Willett, and Y. Bar-Shalom, “Tracking-Based Active Sonar Waveform Selec-tion” Anais do III Encontro de Tecnologia Acustica Submarina, Rio de Janeiro, September1997.

426. R. Lynch and P. Willett, “The Number of Discrete Symbols to Obtain the MinimumProbability of Error for a Combined Information Test,” Proceedings of the 1997 AllertonConference, Monticello IL, September 1997.

427. P. Willett and B. Javidi, “Analysis of Fourier Plane Nonlinear Filters” Proceedings of theSPIE Conference on Optical Science, Engineering, and Instrumentation, San Diego CA,July 1997.

428. R. Streit and P. Willett, “Hybrid Bayes/GLRT Detection of Transient Signals” Proceedingsof the 1997 CISS, Baltimore MD, March 1997.

429. B. Chen and P. Willett, “The Extra Bandwidth for FDMA versus CDMA for a GaussianMAC,” Proceedings of the 1997 CISS, Baltimore MD, March 1997.

430. R. Blum, P. Willett, and P. Swaszek, “Distributed Detection of Known Signals in Non-Gaussian Noise which is Dependent from Sensor to Sensor,” Proceedings of the 1997 CISS,Baltimore MD, March 1997.

431. C. Rago, P. Willett, and Y. Bar-Shalom, “Waveform Fusion to Improve Tracking,” Pro-ceedings of the Workshop on Information/Decision Fusion, Washington DC, August 1996.

432. C. Han and P. Willett, “A Min-Max Test for Detecting a Transient Signal,” Proceedingsof ICASSP-96, Atlanta GA, May 1996.

433. R. Lynch and P. Willett, “Classification with a Combined Information Test,” Proceedingsof ICASSP-96, Atlanta GA, May 1996.

434. P. Willett, B. Javidi, and M. Lops, “Analysis of the Nonlinear Joint-Transform Correla-tor,” Proceedings of the 1996 SPIE Aerosense Conference on Optical Pattern Recognition,Orlando FL, April 1996.

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435. P. Willett, M. Lops, and S. Marano, “Detection of a Long Weak Signal with an UnknownParameter,” Proceedings of the 1996 CISS, Princeton NJ, March 1996.

436. P. Swaszek, P. Willett, and R. Blum, “Distributed Detection with Dependent Data – TheTwo-Sensor Problem,” Proceedings of the 1996 CISS, Princeton NJ, March 1996.

437. C. Rago, P. Willett, and Y. Bar-Shalom, “Combined CW-FM Pulse Fusion Schemes,”Proceedings of the 1995 SPIE Aerosense Conference on Signal and Data Processing ofSmall Targets, San Diego CA, July 1995.

438. C. Rago, P. Willett, and R. Streit, “Direct Data Fusion Using the PMHT: ApplicationIssues,” Proceedings of the 1995 American Control Conference, Seattle WA, June 1995.

439. A. Barthelemy and P. Willett, “An Algorithm for Pre-Whitening a Large Parallel LineArray,” Proceedings of the 1995 ICASSP, Detroit MI, May 1995.

440. C. Han, P. Willett, and D. Abraham, “On the Probability of Detection of a TransientSignal,” Proceedings of the 1995 ICASSP, Detroit MI, May 1995.

441. C. Rago, P. Willett, and R. Streit, “A Comparison of the JPDAF and PMHT TrackingAlgorithms,” Proceedings of the 1995 ICASSP, Detroit MI, May 1995.

442. C. Han, P. Willett, and D. Abraham, “False Alarm Time Distributions in Page’s Test,”Proceedings of the 1995 Conference on Information Sciences and Systems, Baltimore MD,March 1995.

443. C. Rago, P. Willett, and R. Streit, “A Modified PMHT,” Proceedings of the 1995 Confer-ence on Information Sciences and Systems, Baltimore MD, March 1995.

444. P. Swaszek, P. Willett, “On The Design of T-Codes,” Proceedings of the 1995 Conferenceon Information Sciences and Systems, Baltimore MD, March 1995.

445. C. Rago, P. Willett, and Y. Bar-Shalom, “Resolution Cell Based Fusion – Making a Virtueof Necessity” Proceedings of the 1994 American Control Conference, Baltimore MD, June1994.

446. P. Willett and B. Javidi, “Small-Signal Performance of the NJTC,” Proceedings of the 1994Conference on Information Sciences and Systems”, Princeton NJ, March 1994.

447. P. Swaszek and P. Willett, “An Example of Distributed Estimation with Feedback,” Pro-ceedings of the 1994 Conference on Information Sciences and Systems”, Princeton NJ,March 1994.

448. C. Rago, P. Willett, and Y. Bar-Shalom, “Fusion Exploiting Overlap Amongst ResolutionCells,” Proceedings of the 1994 Dual-Use Technologies and Applications Conference, UticaNY, July 1994.

449. C. Rago, P. Willett, and Y. Bar-Shalom, “Tracking with Fused Noncoincident Measure-ments,” Proceedings of the SPIE Aerosense Conference on Signal and Data Processing ofSmall Targets, Orlando FL, April 1994.

450. B. Javidi, P Refrigier, and P. Willett, “Hybrid Processors to Implement Optimum ReceiverDesigned for Pattern Recognition Systems with Spatially Disjoint Signal and Scene Noise,”Proceedings of the 1994 SPIE Aerosense Conference on Optical Signal Processing, OrlandoFL, April 1994.

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451. A. Barthelemy and P. Willett, “Prewhitening of Colored Noise Fields for Detection ofThreshold Sources,” Proceedings of the Asilomar Conference, Monterrey CA, November1993.

452. P. Willett, Y. Bar-Shalom, and C. Rago, “Restriction of Sensor Output in DistributedDetection,” Fourth Annual ONR Full Spectrum Review, (presentation only, presented byRoy Streit), October 1993. Also in Proceedings of the 1993 Joint Service Data FusionSymposium, (publication only, with Raymond Paul), June 1993.

453. B. Javidi, P. Refrigier, and P. Willett, “Design of an Optimal Receiver for Pattern Recog-nition with Spatially-Disjoint Signal and Scene Noise,” Proceedings 2026 of the SPIE Con-ference on Imaging Systems, San Diego CA, July 1993.

454. C. Rago, P. Willett, and Y. Bar-Shalom, “A New Communication Constraint Schemefor Distributed Detection,” Proceedings of the 1993 American Control Conference, SanFrancisco CA, June 1993.

455. C. Rago, P. Willett, and Y. Bar-Shalom, “Practical Considerations in Censored DistributedDetection Systems,” Proceedings of the 1993 American Control Conference, San FranciscoCA, June 1993.

456. J. Nuttall and P. Willett, “Adaptive-Adaptive Narrowband Subarray Beamforming,” Pro-ceedings of the 1993 ICASSP, Minneapolis MN, April 1993.

457. P. Willett, M. Alford, and V. Vannicola, “Pre-Detection Fusion with Similar Sensors,”Proceedings of the 1993 SPIE Conference 1955 on Aerospace Sensing, Orlando FL, April1993.

458. P. Willett and P. Swaszek, “Another Paper About the Sign Detector,” Proceedings of the1993 Conference on Information Sciences and Systems, Baltimore MD, March 1993.

459. P. Willett, B. Tober, and P. Swaszek, “Fully-Connected Non-Hierarchical DecentralizedDetection Networks,” Proceedings of the Conference on Control Applications, Dayton OH,September 1992.

460. V. Raghavan, K. Pattipati, D. Kleinman, and P. Willett, “Team Information Processingunder Partial Observability – Part 1: Static Task Environment,” Proceedings of the 1992Systems, Man, and Cybernetics Conference, Chicago IL, September 1992.

461. V. Raghavan, P. Willett, K. Pattipati, and D. Kleinman, “Optimal Measurement Sequenc-ing in M -ary Hypothesis Testing Problems,” Proceedings of the American Control Confer-ence, Chicago IL, June 1992.

462. P. Willett and M. Lops, “Adaptive Detection Via Ll-Filters,” Proceedings of ICASSP, SanFrancisco CA, March 1992.

463. R. Stahl and P. Willett, “Quickest Detection of an Unknown Sinusoid,” Proceedings of theConference on Information Sciences and Systems, Princeton NJ, March 1992.

464. P. Swaszek and P. Willett, “Centralized Performance in Decentralized Detection via Feed-back,” Proceedings of the Conference on Information Sciences and Systems, Princeton NJ,March 1992.

465. P. Willett and D. Warren, “Decentralized Detection – When Are Identical Sensors Identi-cal?,” Proceedings of the Conference on Information Sciences and Systems, Baltimore MD,March 1991.

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466. S.M. Reza and P. Willett, “Ll-Filters in CFAR Detection,” Proceedings of SPIE Conferenceon Imaging, San Diego CA, February 1991.

467. P. Willett and D. Warren, “Randomization in Distributed Detection,” Proceedings of theConference on Decision and Control, Honolulu HI, December 1990.

468. P. Willett and P. Srivastava, “Performance of an Adaptive Detection Scheme in an Im-pulsive Correlated Environment,” Proceedings of the 28th Annual Allerton Conference onCommunication, Control, and Computing, Monticello IL, October 1990.

469. R. Rampertab and P. Willett, “The Design of a Multi-bit Decentralized CFAR System,”Proceedings of the Conference on Information Sciences and Systems, Princeton NJ, March1990.

470. P. Srivastava and P. Willett, “Detection in Impulsive Correlated Environments,” Proceed-ings of the Conference on Information Sciences and Systems, Princeton NJ, March 1990.

471. S. Mahmood-Reza and P. Willett, “Introduction of Ll-Filters in Radar CFAR Threshold-ing,” Proceedings of the Conference on Information Sciences and Systems, Princeton NJ,March 1990.

472. T. Luginbuhl and P. Willett, “The CR Bounds for Joint Estimates of Independent andProportional FM Signals,” Proceedings of the 27th Annual Allerton Conference on Com-munications, Control, and Computing, Monticello IL, September 1989.

473. P. Willett and D. Warren, “Randomization and Scheduling in Decentralized Detection,”Proceedings of the 27th Annual Allerton Conference on Communications, Control, andComputing, Monticello IL, September 1989.

474. D. Warren and P. Willett, “Optimal Decentralized Detection for Conditionally-IndependentSensors,” Proceedings of the 1989 American Control Conference (Invited Paper), Pitts-burgh PA, June 1989.

475. P. Willett and P. Srivastava, “An Analysis of Non-Stationary Under-Ice Noise,” Proceedingsof the Conference on Information Sciences and Systems, Baltimore MD, March 1989.

476. D. Warren, P. Willett, and R. Rampertab, “Shannon’s Information in Decentralized De-tection,” Proceedings of the Conference on Information Sciences and Systems, BaltimoreMD, March 1989.

477. P. Willett, “Signal Detection in Burst Noise,” Proceedings of the Conference on Decisionand Control, Austin TX, December 1988.

478. P. Willett and P. Srivastava, “Robust Locally-Optimal Detection of Dependent Signals inNon-Gaussian Noise,” Proceedings of the 26th Annual Allerton Conference on Communi-cations Control, and Computing, Monticello IL, October 1988.

479. P. Willett and D. Warren, “Decentralized Detection: An Information-Theoretic Approach,”Proceedings of the Conference on Information Sciences and Systems, Princeton NJ, March1988.

480. P. Willett and J. Thomas, “Signal Choice for the Finite-Length Matched Filter,” Pro-ceedings of the Conference on Information Sciences and Systems, Baltimore MD, March1987.

481. P. Willett and J. Thomas, “The Analysis of Some Undersea Noise with Applications to De-tection,” Proceedings of the 24th Annual Allerton Conference on Communications, Control,and Computing, Monticello IL, October 1986.

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482. P. Willett and J. Thomas, “A Simple Bivariate Density Representation,” Proceedings of the23rd Annual Allerton Conference on Communications, Control, and Computing, MonticelloIL, October 1986.

483. P. Willett and J. Thomas, “Higher-Order Series Expansions of Densities,” Proceedings ofthe Conference on Information Sciences and Systems, Baltimore MD, March 1985.

Conference Presentations Without Proceedings

1. P. Willett, “Label Free Multi-Object Estimation and Tracking,” Keynote Address: IEEEAerospace Conference, Big Sky MT, March 2011.

2. C. Berger, S. Zhou and P. Willett, “Submarine Localization Using an Ad-hoc Networkof Rapidly Deployed Simple Sensors,” Underwater Acoustic Signal Processing Workshop,October 2007.

3. S. Zhou, B. Li, and P. Willett, “On the Scalability of Multicarrier Underwater AcousticCommunication,” Underwater Acoustic Signal Processing Workshop, October 2007.

4. O. Erdinc, P. Willett and S. Coraluppi, “Gaussian Mixture Cardinalized PHD filter perfor-mance on Multistatic Active Sonar Data,” Underwater Acoustic Signal Processing Work-shop, October 2007.

5. P. Willett, Y. Bar-Shalom, W.D. Blair and L. Ehrman, “Detecting and Tracking Separat-ing Objects - Do We Need Continuing Resolution?” 3rd Annual AIAA Missile DefenseConference, Washington DC, March 2007.

6. O. Erdinc, P. Willett, S. Coraluppi and D. Grimmett, “Sonobuoy Placement for Opti-mal Multistatic Detection and Localization,” NATO Workshop on Multistatic OperationsResearch, La Spezia, Italy, November 2005.

Books and Book Chapters

1. D. Ciuonzo, P. Salvo Rossi and P. Willett, “Generalized Score-Tests for Decision Fusionwith Sensing Model Uncertainty,” in Data Fusion in Wireless Sensor Network: A StatisticalSignal Processing Perspective, IET Press, 2018.

2. P. Braca, S. Marano, V. Matta and P. Willett, “Decentralized Detection via RunningConsensus,” in Data Fusion in Wireless Sensor Network: A Statistical Signal ProcessingPerspective, IET Press, 2018.

3. P. Mannaru, B. Balasingam, D. Sidoti, K. Pattipati and P. Willett, “Online AnomalyDetection in Big Data: The First Line of Defense Against Intruders,” Data Science andBig Data: An Environment of Computational Intelligence, SpringerLink, 2017.

4. Y. Bar-Shalom, P. Willett and X. Tian, Tracking and Data Fusion: A Handbook of Algo-rithms, YBS Publishing, April 2011.

5. W. Blanding, P. Willett and Y. Bar-Shalom, “Advances in ML-PDA Plus a New Multi-target Approach,” in Workshop on Estimation, Tracking, and Fusion: A Tribute to FredDaum (CD-ROM), May 2007.

6. G. Levchuk, K. Chopra, Y. Levchuk, K. Pattipati, C. Meirina, S. Singh and P. Willett,“Approaches to Identifying and Modeling the Hidden Enemy Command” Ed. A. Kott.

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7. K. Pattipati, P. Willett, J. Allanach, H. Tu, S. Singh, “Hidden Markov Models and BayesianNetworks for Counter-Terrorism,” in Emergent Information Technologies and EnablingPolicies for Counter-Terrorism, Ed.: R. Popp and J. Yen, Wiley 2006.

8. P. Willett, W.D. Blair and T. Ogle, “Monopulse Signal Processing for Spawning Targets,”in Workshop on Estimation, Tracking, and Fusion: A Tribute to Oliver Drummond (CD-ROM), June 2004.

9. J. Luo, K. Pattipati, D. Pham and P. Willett, “A PDA and Kalman Smoothing Approachto Multiuser Detection in Asynchronous CDMA,” in Workshop on Estimation, Tracking,and Fusion: A Tribute to Rabinder Madan (CD-ROM), June 2002.

10. X. Zhang and P. Willett, “Cramer-Rao Bounds for Discrete-Time Linear Filtering withMeasurement Origin Uncertainties,” in Workshop on Estimation, Tracking, and Fusion:A Tribute to Yaakov Bar-Shalom (CD-ROM), May 2001.

11. P. Willett, R. Niu and Y. Bar-Shalom, “Waveform Detection Tracking Performance at theSystem Level,” in Multitarget-Multisensor Tracking: Applications and Advances, Ed: Y.Bar-Shalom and W. Blair, Artech-House, 2000.

12. P. Willett, B. Javidi and M. Lops, “Analysis of Image Detection Based on Fourier PlaneNonlinear Filtering in a Joint Transform Correlator,” from Selected Papers on OpticalPattern Recognition Using Joint Transform Correlation, Ed: Mohammad Alam, SPIEPress, Vol 157, 1998.

13. P. Willett, M. Alford and V. Vannicola, “The Case for Like-Sensor Pre-Detection Fusion,”from Selected Papers on Sensor and Data Fusion, SPIE Press, 1996.

14. B. Javidi, P. Refrigier, J. Wang and P. Willett, “Pattern Recognition with Spatially DisjointTarget and Scene Noise,” from Real Time Optical Information Processing, Academic Press,1994.

Other Documents

1. T. Baran, G. Frantz, F. Mujica, M. Nadar, B. Sadler, Y. Eldar, M. Haardt, P. Willett,“An Industry and Government Perspective on Challenges and Open Problems in SignalProcessing [SP Forum],” IEEE Signal Processing Magazine, Vol. 36, no. 2, pp125-131,February 2019.

2. P. Willett, “From the Editor in Chief” (editorial), IEEE Aerospace and Electronic SystemsMagazine, Vol 34, no. 1, p. 3, January 2019.

3. P. Willett, “From the Editor in Chief” (editorial), IEEE Aerospace and Electronic SystemsMagazine, Vol 33, no. 11, p. 3, November 2018.

4. P. Willett, “From the Editor in Chief” (editorial), IEEE Aerospace and Electronic SystemsMagazine, Vol 33, no. 9, p. 3, September 2018.

5. P. Willett, “From the Editor in Chief” (editorial), IEEE Aerospace and Electronic SystemsMagazine, Vol 33, no. 4, p. 3, April 2018.

6. M. Haardt, C. Mecklenbraucker and P. Willett, “Highlights from the Sensor Array andMultichannel Technical Committee,” IEEE Signal Processing Magazine, Vol. 35, no. 5, pp.183-185, September 2018.

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7. P. Willett, “From the Associate Editor in Chief” (editorial), IEEE Aerospace and ElectronicSystems Magazine, Vol 32, no. 10, p. 4, October 2017.

8. P. Willett, “From the Associate Editor in Chief” (editorial), IEEE Aerospace and ElectronicSystems Magazine, Vol 32, no. 6, p. 3, June 2017.

9. P. Willett, “From the Associate Editor in Chief” (editorial), IEEE Aerospace and ElectronicSystems Magazine, Vol 32, no. 4, p. 3, April 2017.

10. P. Willett, “From the Associate Editor in Chief” (editorial), IEEE Aerospace and ElectronicSystems Magazine, Vol 31, no. 10, p. 3, October 2016.

11. P. Willett, “From the Associate Editor in Chief” (editorial), IEEE Aerospace and ElectronicSystems Magazine, Vol 31, no. 8, p. 3, August 2016.

12. P. Willett, “From the Associate Editor in Chief” (editorial), IEEE Aerospace and ElectronicSystems Magazine, Vol 31, no. 7, pp, 3-4, July 2016.

13. P. Willett, “From the Associate Editor in Chief” (editorial), IEEE Aerospace and ElectronicSystems Magazine, Vol 31, no. 5, pp. 3-4, May 2016.

14. P. Willett, “From the Associate Editor in Chief” (editorial), IEEE Aerospace and ElectronicSystems Magazine, Vol 30, no. 12, p. 3, December 2015.

15. P. Willett, “From the Associate Editor in Chief” (editorial), IEEE Aerospace and ElectronicSystems Magazine, Vol 30, no. 10, p. 3, October 2015.

16. P. Willett, “From the Associate Editor in Chief” (editorial), IEEE Aerospace and ElectronicSystems Magazine, Vol 30, no. 8, p. 3, August 2015.

17. P. Willett, “From the Associate Editor in Chief” (editorial), IEEE Aerospace and ElectronicSystems Magazine, Vol 30, no. 7, p. 3, July 2015.

18. P. Willett, M. Ostendorf, M. Polis and R. Reilly, “An Open Letter to the Members ofthe IEEE Industrial Electronics Technical Community,” IEEE Transactions on IndustrialInformatics, vol. 13, no. 1, pp. 2-3, February 2017. Also: IEEE Transactions on IndustrialElectronics, vol. 64, no. 2, pp. 900-901, February 2017.

19. P. Willett, “From the Editor in Chief” (editorial), IEEE Signal Processing Letters, Vol 22,no. 1, p. 5, January 2015.

20. P. Willett, “From the Editor in Chief” (editorial), IEEE Signal Processing Letters, Vol 21,no. 7, p. 781, July 2014.

21. P. Willett, “From the Editor in Chief” (editorial), IEEE Signal Processing Letters, Vol 21,no. 1, p. 5, January 2014.

22. P. Braca, S. Marano, V. Matta and P. Willett, “The Multi-Sensor Probability HypothesisDensity: A Paradigm for Data Fusion and Target Tracking in Large Sensor Networks,”Internal Report: NATO Centre for Maritime Research and Experimentation, CMRE-FR-2013-016, December 2013.

23. W. Walsh and P. Willett, “What is a tutorial?, IEEE Aerospace and Electronic SystemsMagazine, vol. 28, no. 8 (Part 1), pp. 3-4, August 2013.

24. P. Braca, P. Willett, K. LePage, S. Marano, V. Matta, “Data fusion and target track-ing in underwater wireless sensor networks with port-starboard ambiguity,” Internal Re-port: NATO Centre for Maritime Research and Experimentation, CMRE-FR-2013-005,July 2013.

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25. P. Willett, “From the Editor in Chief” (editorial), IEEE Transactions on Aerospace andElectronic Systems, vol. 47, no. 2, April 2011.

26. P. Willett, “From the Editor in Chief” (editorial), IEEE Transactions on Aerospace andElectronic Systems, vol. 47, no. 1, January 2011.

27. D. Svensson, L. Svensson, M. Guerriero and P. Willett, “On the Calculation of MinimumMean OSPA Estimates,” Chalmers University Technical Report R004/2011, April 2011.

28. P. Willett, “From the Editor in Chief” (editorial), IEEE Transactions on Aerospace andElectronic Systems, vol. 46, no. 4, October 2010.

29. P. Willett, “From the Editor in Chief” (editorial), IEEE Transactions on Aerospace andElectronic Systems, vol. 46, no. 3, July 2010.

30. P. Willett, “M. Barry Carlton Award Winner,” IEEE Transactions on Aerospace andElectronic Systems, p. 1, vol. 46, no. 1, January 2010.

31. S. Coraluppi, C. Carthel and P. Willett, “Track Swap Reduction via Single-Stage andMulti-Stage MHT,” Internal Report: NATO Undersea Research Centre (NURC), Novem-ber 2009.

32. P. Willett, “From the Editor in Chief” (editorial), IEEE Transactions on Aerospace andElectronic Systems, vol. 45, no. 4, October 2009.

33. P. Willett, “M. Barry Carlton Award Winner,” IEEE Transactions on Aerospace andElectronic Systems, p. 1, vol. 45, no. 1, January 2009.

34. S. Coraluppi, M. Guerriero, P. Willett and C. Carthel, “Target Tracking in Large SensorNetworks,” NATO Undersea Research Centre (NURC) Technical Report, NURC-FR-2008-032, December 2008.

35. P. Willett, “From the Editor in Chief” (editorial), IEEE Transactions on Aerospace andElectronic Systems, p. 833, vol. 44, no. 3, July 2008.

36. P. Willett, “M. Barry Carlton Award Winner,” Aerospace and Electronic Systems Maga-zine, p. 35, vol. 23, no. 2, February 2008.

37. P. Willett, “From the Editor in Chief” (editorial), IEEE Transactions on Aerospace andElectronic Systems, p. 1249, vol. 43, no. 4, November 2007.

38. P. Willett, “Conference Report: Ninth International Conference on Information Fusion(FUSION 2006), Florence, Italy, July 10th-13th, 2006,” IEEE Aerospace and ElectronicSystems Magazine, February 2007.

39. S. Coraluppi, A. Baldacci, C. Carthel, P. Willett, R. Lynch, S. Marano, and A. Farina, “TheNinth International Conference on Information Fusion (FUSION 2006) Final ConferenceReport,” NURC Report SP-2006-005, October 2006.

40. P. Willett, “From the Editor in Chief” (editorial), IEEE Transactions on Aerospace andElectronic Systems, vol. 42, no. 4, pp. 1-2, October 2006.

41. P. Willett, “From the Editor in Chief” (editorial), IEEE Transactions on Aerospace andElectronic Systems, vol. 42, no. 1, p. 1, January 2006.

42. O. Erdinc, S. Coraluppi, P. Willett and D. Grimmett, “Sonobuoy Placement for Opti-mal Multistatic Detection and Localization” NATO Undersea Research Centre (NURC)Technical Report, November 2005.

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43. P. Willett, “Welcome to AESS Tutorial III,” IEEE Aerospace and Electronic Systems Mag-azine, vol. 21, no. 6, Part 2, p. 3-4, June 2006.

44. P. Willett, “Welcome to AESS Tutorial II,” IEEE Aerospace and Electronic Systems Mag-azine, vol. 20, no. 8, Part 2, p. 3, August 2005.

45. P. Willett, “What is a Tutorial?,” IEEE Aerospace and Electronic Systems Magazine, vol.19, no. 1, Part 2, p. 3, January 2004.

46. P. Willett, “Conference Report: Fifth International Conference on Information Fusion(FUSION 2002),” IEEE Aerospace and Electronic Systems Magazine.

47. P. Willett, “Conference Report: The Workshop on Estimation, Tracking and Fusion: ATribute to Yaakov Bar-Shalom” IEEE Aerospace and Electronic Systems Magazine, vol.17, no. 2, pp. 28-33, 2001.

48. P. Willett, “Conference Report: Third International Conference on Information Fusion(FUSION 2000),” IEEE Aerospace and Electronic Systems Magazine, pp. 21-25, February2001.

49. B. Javidi, P. Refregier and P. Willett, “Optimum Receiver Design for Pattern Recognitionwith Spatially Disjoint Target and Scene Noise,” in Selected SPIE Papers on CD-ROMseries, Vol 6: Automatic Target Recognition, edited by F. Sadjadi, December 1999.

50. B. Javidi, P. Refregier and P. Willett, “Simulation Results of the Optimum Receiver De-signed for Pattern Recognition Systems with Spatially Nonoverlapping Target and SceneNoise,” in Selected SPIE Papers on CD-ROM series, Vol 6: Automatic Target Recognition,edited by F. Sadjadi, December 1999.

51. P. Willett, “Second International Conference on Information Fusion (FUSION99),” a con-ference report in IEEE Aerospace and Electronic Systems Magazine, pp. 3-4, January 2000.

52. P. Willett, Y. Ruan, and R. Streit, “A Variety of PMHTs,” University of ConnecticutTechnical Report TR-98-4, (63 pages).

53. B. Chen and P. Willett, “Detection of HMM Transient Signals,” University of ConnecticutTechnical Report TR-97-1, (32 pages).

54. J. Dong, J. Webster and P. Willett. “Laboratory and industrial testing of a microprocessor-based acoustic emission system for gap elimination and dressing verification”, Report forUniversity of Connecticut Grinding Center, Feb. 1997.

55. D. Abraham and P. Willett, “Active Signal Detection in Shallow Water Using the PageTest,” SACLANT Undersea Research Centre Technical Report SR-252, December 1996.

56. C. Han, P. Willett, and D. Abraham, “Stopping Time Probabilities for Page’s Test,”University of Connecticut Technical Report TR-95-01, (43 pages), August 1995.

57. J. Dong, J. Webster, and P. Willett, “Application of AE to Wheel/Work and Wheel/TruerContact Detection in High-Speed Cylindrical Grinding Operations,” Report 3 for GrindingCenter, 1995.

58. C. Rago, P. Willett, and M. Alford, “Pre-Detection Fusion with Non-colocated Sensors:The Effect of the Resolution Cell Grid,” University of Connecticut Technical Report TR-95-05, (38 pages). April 1995.

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59. C. Han, P. Willett, and D. Abraham, “Some Bounds and Approximations for the Probabil-ity of Detection of Transient Event,” University of Connecticut Technical Report TR-94-4,(48 pages).

60. P. Willett, “The Case for Like-Sensor Pre-Detection Fusion,” final report for AFOSR Sum-mer Faculty Research Program, September 1992.

61. T. Luginbuhl and P. Willett, “Estimation of Independent and Proportional FM Signals,”University of Connecticut Technical Report TR-92-5, (120 pages).

62. P. Srivastava and P. Willett, “Signal Detection in Non-Gaussian Noise Environments,”University of Connecticut Technical Report TR-92-6, (40 pages).

63. R. Stahl and P. Willett, “An Application of Page’s Test to Detecting a Sinusoidal Dis-turbance of Unknown Frequency and Phase,” University of Connecticut Technical ReportTR-92-7, (76 pages).

64. M. Lops and P. Willett, “Ll-CFAR: A Robust and Flexible Alternative,” University ofConnecticut Technical Report TR-92-8, (98 pages).

65. P. Willett, EE267 Systems/Signal Processing Class Notes, (128 pages).

66. P. Willett, “Density Representations with Applications to Signal Detection,” PhD Thesis,Princeton University, 1986.

Invention Activity

1. J. Huang, S. Zhuo and P. Willett, “Apparatus, Systems and Methods Including BinaryLow Density Parity Check Coding for Enhanced Multicarrier Underwater Acoustic Com-munications,” US Patent no. 7,859,944, December 2010.

2. S. Zhou, S. Mason, C. Berger, P. Willett, “Nonbinary LDPC Coding for MulticarrierUnderwater Acoustic Communications,” UConn Invention Disclosure, February 2008.

3. S. Zhou, S. Mason, C. Berger, P. Willett, “A Novel Method on Detection, Synchronizationand Online Doppler Scale Estimation for Underwater Acoustic Communication Based onMulticarrier Waveforms,” UConn Invention Disclosure, February 2008.

4. S. Zhou, B. Li, M. Stojanovic, L. Freitag and P. Willett, “Stable Wideband OFDM Receiverfor Underwater Acoustic Communications,” UConn Invention Disclosure, May 2007.

5. S. Zhou, B. Li and P. Willett, “Trellis-based Channel-State Feedback for Multi-AntennaOrthogonal Frequency-Division Multiplexing (MIMO-OFDM) Digital Communications,”Application for US Patent, University of Connecticut, 2005.

6. R. Lynch and P. Willett, “Classification System and Method Using Combined InformationTesting,” US Patent no. 5,999,893, December 7, 1999.

7. R. Lynch and P. Willett, “A Data Reduction System for Improving Classifier Performance,”US Patent no. 6,397,200, May 28, 2002.

8. R. Lynch and P. Willett, “An Automatic Feature Selection System for Data ContainingMissing Values,” US Patent no. 6,789,070, September 7, 2004.

9. R. Lynch and P. Willett, “Data Clustering Method for Bayesian Data Reduction,” USPatent no. 7,587,374 B1, Sep 8, 2009.

PhD Students Graduated

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1. Constantino Rago, 1995, co-advised with Yaakov Bar-Shalom. Presently with STR Re-sarch, Woburn MA.

2. Chunming Han, 1996. Presently with Intel, Morganville NJ.

3. Alain Barthelemy, 1996. Presently with Northrop Grumman Norden Systems, NorwalkCT.

4. Tod Luginbuhl, 1999. Presently with the Naval Undersea Warfare Center, Newport RI.

5. Robert Lynch, 1999. Deceased.

6. Biao Chen, 1999. Presently Professor at Syracuse University, Syracuse NY.

7. Ruixin Niu, 2001, co-advised with Yaakov Bar-Shalom. Presently Associate Professor atVirginia Commonwealth University, Richmond VA.

8. Zhen Wang, 2002. Presently Professor at the University of British Columbia, VancouverBC, Canada.

9. Yanhua Ruan, 2003. Presently with Georgia Tech Research Institute (GTRI), Atlanta GA.

10. Yan Sun, 2004.

11. Xin Zhang, co-advised with Yaakov Bar-Shalom, 2005. Presently with UTRC.

12. Wayne Blanding, co-advised with Yaakov Bar-Shalom, 2007. Presently Associate Professorat York College, York PA.

13. Atef Isaac, co-advised with Yaakov Bar-Shalom, 2007. Presently with Anritsu, MorganHill CA.

14. Ozgur Erdinc, co-advised with Yaakov Bar-Shalom, 2008. Presently with United Tech-nologies Research Center (UTRC), East Hartford CT.

15. Marco Guerriero, 2009. Presently with ABB, Zurich Switzerland.

16. David Crouse, 2011. Presently with the Naval Research Laboratory (NRL), WashingtonDC.

17. Xiufeng Song, 2012. Presently with Argo AI, San Jose CA.

18. Ramona Georgescu, 2012. Presently with Pratt & Whitney, East Hartford CT.

19. Steven Schoenecker, 2013. Presently with the BAE Systems, Woburn MA.

20. Sora Choi, 2013. Presently with Aptiv Inc., Troy MI.

21. Steven Bordonaro, 2015. Presently with the Naval Undersea Warfare Center, Newport RI.

Secondments and VisitsFall/Spring 2012-3 – NUWC (Newport, RI)Summer 2004 – NURC with Dr. Stefano Coraluppi (La Spezia Italy)Spring 2004 – Sabbatical with Professor Lang Tong (Cornell University, Ithaca NY)Summer 2003 – GTRI/SEAL with Dr. Dale Blair (Marietta, GA)Summer 2001 – GTRI/SEAL with Dr. Dale Blair (Marietta, GA)Summer 1996 – NUSC with Stephen Greineder (New London, CT)Fall 1995 – Sabbatical with Professor Marco Lops (University of Naples, Italy)Summer 1992 – AFRL Rome Laboratory with Mark Alford (Rome, NY)

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Visitors and Post-Doctoral StudentsMarcus Baum (presently University of Gottingen)Paolo Braca (presently NATO CMRE)Domenico Ciuonzo (presently University of Naples II)Bruno Demissie (presently at Fraunhofer FKIE)Felix Govaers (presently at Fraunhofer FKIE)Karl Granstrom (presently Chalmers University)Wei Li (presently University of Connecticut)Xiaohua Li (presently with Zhejiang University)Mingyang Li (presently University of Connecticut)Fabio Mazzarella (presently JRC Europe)Ulrich Nickel (presently at Fraunhofer FKIE)Gianmarco Romano (presently at University of Benevento)Martin Ulmke (presently at Fraunhofer FKIE)Monica Wieneke (presently at Atlas)

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