Communications and Signal Processing
Prof Daniel Bliss
Sig and Comms Overview- 2Bliss date
Communications and Signal Processing
School of Electrical Computer and Energy Engineering (ECEE)
eceeengineeringasueduacademics
Sig and Comms Overview- 3Bliss date
Communications and Signal Processing
What is Signal Processing
Active Noise Cancellation
Video Compression
Biometric ID Verification
iPod
AudioCoding
MP3
iPhone DSP appsArray Signal Processing
Sig and Comms Overview- 4Bliss date
Communications and Signal Processing
Biomedical Signal Processing
DSP for SpeechAnd Hearing
Biomedical Signal Processing
iPod
DSPAnd
Sensors
Hyper-spectral Imaging
DNA Sequence Analysis
using DSP Methods
DSP for Health Monitoring
Sig and Comms Overview- 5Bliss date
Communications and Signal Processing
What is Communication
CellularTelephony
Data NetworkingSatellite
Communications
Sig and Comms Overview- 6Bliss date
Communications and Signal Processing
Military Applications hellip
Sensor Networks
Automatic Target Recognition
TargetImaging
Sig and Comms Overview- 7Bliss date
Communications and Signal Processing
Smart Grid Network Applicationshellip
Sig and Comms Overview- 8Bliss date
Communications and Signal Processing
hellip to Applications in the Arts
AmbiguousIcons
Interactive Performance
Body Sensing Technologies
AME Concentration
Sig and Comms Overview- 9Bliss date
Communications and Signal Processing
COURSESJunior Level ldquoLead-inrdquo Courses
bull EEE 203 ndash Signals and Systems Indash Introduction to linear systems and Fourier transform analysis
bull EEE 304 ndash Signals and Systems IIndash Theory and Applications of linear systems in
Communications Controls and Signal Processingbull EEE 350 ndash Random Signal Theory
ndash Introduction to probability and stochastic processes
bull EEE 203 and 350 are representative of the things you need to know
bull They are prerequisites to some senior level courses
Sig and Comms Overview- 10Bliss date
Communications and Signal Processing
COURSESSenior Electives
bull EEE 407 ndash Digital Signal Processingndash Fundamentals of digital signal processing-time and frequency
domain analysis FFT filter design
bull EEE 455 ndash Communications Systemsndash Fundamentals of communication systems-digital and analog
modulation receiver design noise
bull EEE 459 ndash Communications Networksndash Communications network architectures transmission protocols
seven-layer OSI stack
bull EEE 404 ndash Real Time DSPndash Usually students will take after EEE 304 or 407ndash Course covers programming of DSP algorithms
Sig and Comms Overview- 11Bliss date
Communications and Signal Processing
Sample MSE Plan of StudySignal Processing
Sig and Comms Overview- 12Bliss date
Communications and Signal Processing
Sample MSE Plan of StudyCommunicationsNetworks
Sig and Comms Overview- 13Bliss date
Communications and Signal Processing
Direct PhD POS
Direct Includesbull 30 hours of MS level coursesbull +18 hours for PhD level coursesbull +Research Creditsbull +Dissertation Credits
Sig and Comms Overview- 14Bliss date
Communications and Signal Processing
Career Opportunities
What do signal processing and communications engineers dobull Signal Enhancement noise reduction music and image restoration
high resolution imagingbull Signal Compression speech image video biomedical databull Pattern Recognition speech recognition biometric identification
target recognition machine learningbull Cellular Systems system design performance analysis equipment
design and manufacturingbull Satellite and Terrestrial Microwave Systems modem design and
implementation system design performance analysisbull Networking network design and implementation Network security
equipment design and manufacturingbull Algorithm Design software and hardware implementations data
miningbull Hardware Design architectures DSP chips application specific ICrsquos
Sig and Comms Overview- 15Bliss date
Communications and Signal Processing
Career Opportunities
Some Potential Employers
Motorola ATampT Qualcomm IntelMedtronics Raytheon Cisco XeroxMRC HP Agilent LucentNokia Samsung Lockheed MartinIBM Texas Instruments BoeingQwest General Dynamics Spectrum AstroFreescale National Instruments BroadcomEF Data LG Electronics SprintGovernment Universities
Sig and Comms Overview- 16Bliss date
Communications and Signal Processing
Graduate School
bull Communication and signal processing fields are advancing rapidly
bull Companies are looking increasingly towards MS and PhD holders to lead their development teamsndash BS just doesnrsquot provide enough expertise
Sig and Comms Overview- 17Bliss date
Communications and Signal Processing
PhD Degrees
Demand has increased considerably for PhD
bull Careers in academia bull Careers in Industry Research Labsbull Careers in Government Labs
(graduates in big demand) bull Entrepreneurs
Sig and Comms Overview- 18Bliss date
Communications and Signal Processing
Graduate Classes
bull Digital Communications bull Wireless Networks Wireless
Communicationsbull Broadband Networksbull Network Securitybull Motion Capturebull Spectral Estimation and Array Processingbull Coding and Cryptography Information
Theorybull Multidimensional Signal Processingbull Image and Video Processingbull Speech and Audio Processingbull Time-Frequency Analysisbull Filtering of Stochastic Processesbull Detection and Estimationbull Adaptive Filters for Equalization and Echo
Cancellationbull Multimedia Signal Processingbull Signal Processing for the Artsbull Array Processingbull Big Data
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 2Bliss date
Communications and Signal Processing
School of Electrical Computer and Energy Engineering (ECEE)
eceeengineeringasueduacademics
Sig and Comms Overview- 3Bliss date
Communications and Signal Processing
What is Signal Processing
Active Noise Cancellation
Video Compression
Biometric ID Verification
iPod
AudioCoding
MP3
iPhone DSP appsArray Signal Processing
Sig and Comms Overview- 4Bliss date
Communications and Signal Processing
Biomedical Signal Processing
DSP for SpeechAnd Hearing
Biomedical Signal Processing
iPod
DSPAnd
Sensors
Hyper-spectral Imaging
DNA Sequence Analysis
using DSP Methods
DSP for Health Monitoring
Sig and Comms Overview- 5Bliss date
Communications and Signal Processing
What is Communication
CellularTelephony
Data NetworkingSatellite
Communications
Sig and Comms Overview- 6Bliss date
Communications and Signal Processing
Military Applications hellip
Sensor Networks
Automatic Target Recognition
TargetImaging
Sig and Comms Overview- 7Bliss date
Communications and Signal Processing
Smart Grid Network Applicationshellip
Sig and Comms Overview- 8Bliss date
Communications and Signal Processing
hellip to Applications in the Arts
AmbiguousIcons
Interactive Performance
Body Sensing Technologies
AME Concentration
Sig and Comms Overview- 9Bliss date
Communications and Signal Processing
COURSESJunior Level ldquoLead-inrdquo Courses
bull EEE 203 ndash Signals and Systems Indash Introduction to linear systems and Fourier transform analysis
bull EEE 304 ndash Signals and Systems IIndash Theory and Applications of linear systems in
Communications Controls and Signal Processingbull EEE 350 ndash Random Signal Theory
ndash Introduction to probability and stochastic processes
bull EEE 203 and 350 are representative of the things you need to know
bull They are prerequisites to some senior level courses
Sig and Comms Overview- 10Bliss date
Communications and Signal Processing
COURSESSenior Electives
bull EEE 407 ndash Digital Signal Processingndash Fundamentals of digital signal processing-time and frequency
domain analysis FFT filter design
bull EEE 455 ndash Communications Systemsndash Fundamentals of communication systems-digital and analog
modulation receiver design noise
bull EEE 459 ndash Communications Networksndash Communications network architectures transmission protocols
seven-layer OSI stack
bull EEE 404 ndash Real Time DSPndash Usually students will take after EEE 304 or 407ndash Course covers programming of DSP algorithms
Sig and Comms Overview- 11Bliss date
Communications and Signal Processing
Sample MSE Plan of StudySignal Processing
Sig and Comms Overview- 12Bliss date
Communications and Signal Processing
Sample MSE Plan of StudyCommunicationsNetworks
Sig and Comms Overview- 13Bliss date
Communications and Signal Processing
Direct PhD POS
Direct Includesbull 30 hours of MS level coursesbull +18 hours for PhD level coursesbull +Research Creditsbull +Dissertation Credits
Sig and Comms Overview- 14Bliss date
Communications and Signal Processing
Career Opportunities
What do signal processing and communications engineers dobull Signal Enhancement noise reduction music and image restoration
high resolution imagingbull Signal Compression speech image video biomedical databull Pattern Recognition speech recognition biometric identification
target recognition machine learningbull Cellular Systems system design performance analysis equipment
design and manufacturingbull Satellite and Terrestrial Microwave Systems modem design and
implementation system design performance analysisbull Networking network design and implementation Network security
equipment design and manufacturingbull Algorithm Design software and hardware implementations data
miningbull Hardware Design architectures DSP chips application specific ICrsquos
Sig and Comms Overview- 15Bliss date
Communications and Signal Processing
Career Opportunities
Some Potential Employers
Motorola ATampT Qualcomm IntelMedtronics Raytheon Cisco XeroxMRC HP Agilent LucentNokia Samsung Lockheed MartinIBM Texas Instruments BoeingQwest General Dynamics Spectrum AstroFreescale National Instruments BroadcomEF Data LG Electronics SprintGovernment Universities
Sig and Comms Overview- 16Bliss date
Communications and Signal Processing
Graduate School
bull Communication and signal processing fields are advancing rapidly
bull Companies are looking increasingly towards MS and PhD holders to lead their development teamsndash BS just doesnrsquot provide enough expertise
Sig and Comms Overview- 17Bliss date
Communications and Signal Processing
PhD Degrees
Demand has increased considerably for PhD
bull Careers in academia bull Careers in Industry Research Labsbull Careers in Government Labs
(graduates in big demand) bull Entrepreneurs
Sig and Comms Overview- 18Bliss date
Communications and Signal Processing
Graduate Classes
bull Digital Communications bull Wireless Networks Wireless
Communicationsbull Broadband Networksbull Network Securitybull Motion Capturebull Spectral Estimation and Array Processingbull Coding and Cryptography Information
Theorybull Multidimensional Signal Processingbull Image and Video Processingbull Speech and Audio Processingbull Time-Frequency Analysisbull Filtering of Stochastic Processesbull Detection and Estimationbull Adaptive Filters for Equalization and Echo
Cancellationbull Multimedia Signal Processingbull Signal Processing for the Artsbull Array Processingbull Big Data
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 3Bliss date
Communications and Signal Processing
What is Signal Processing
Active Noise Cancellation
Video Compression
Biometric ID Verification
iPod
AudioCoding
MP3
iPhone DSP appsArray Signal Processing
Sig and Comms Overview- 4Bliss date
Communications and Signal Processing
Biomedical Signal Processing
DSP for SpeechAnd Hearing
Biomedical Signal Processing
iPod
DSPAnd
Sensors
Hyper-spectral Imaging
DNA Sequence Analysis
using DSP Methods
DSP for Health Monitoring
Sig and Comms Overview- 5Bliss date
Communications and Signal Processing
What is Communication
CellularTelephony
Data NetworkingSatellite
Communications
Sig and Comms Overview- 6Bliss date
Communications and Signal Processing
Military Applications hellip
Sensor Networks
Automatic Target Recognition
TargetImaging
Sig and Comms Overview- 7Bliss date
Communications and Signal Processing
Smart Grid Network Applicationshellip
Sig and Comms Overview- 8Bliss date
Communications and Signal Processing
hellip to Applications in the Arts
AmbiguousIcons
Interactive Performance
Body Sensing Technologies
AME Concentration
Sig and Comms Overview- 9Bliss date
Communications and Signal Processing
COURSESJunior Level ldquoLead-inrdquo Courses
bull EEE 203 ndash Signals and Systems Indash Introduction to linear systems and Fourier transform analysis
bull EEE 304 ndash Signals and Systems IIndash Theory and Applications of linear systems in
Communications Controls and Signal Processingbull EEE 350 ndash Random Signal Theory
ndash Introduction to probability and stochastic processes
bull EEE 203 and 350 are representative of the things you need to know
bull They are prerequisites to some senior level courses
Sig and Comms Overview- 10Bliss date
Communications and Signal Processing
COURSESSenior Electives
bull EEE 407 ndash Digital Signal Processingndash Fundamentals of digital signal processing-time and frequency
domain analysis FFT filter design
bull EEE 455 ndash Communications Systemsndash Fundamentals of communication systems-digital and analog
modulation receiver design noise
bull EEE 459 ndash Communications Networksndash Communications network architectures transmission protocols
seven-layer OSI stack
bull EEE 404 ndash Real Time DSPndash Usually students will take after EEE 304 or 407ndash Course covers programming of DSP algorithms
Sig and Comms Overview- 11Bliss date
Communications and Signal Processing
Sample MSE Plan of StudySignal Processing
Sig and Comms Overview- 12Bliss date
Communications and Signal Processing
Sample MSE Plan of StudyCommunicationsNetworks
Sig and Comms Overview- 13Bliss date
Communications and Signal Processing
Direct PhD POS
Direct Includesbull 30 hours of MS level coursesbull +18 hours for PhD level coursesbull +Research Creditsbull +Dissertation Credits
Sig and Comms Overview- 14Bliss date
Communications and Signal Processing
Career Opportunities
What do signal processing and communications engineers dobull Signal Enhancement noise reduction music and image restoration
high resolution imagingbull Signal Compression speech image video biomedical databull Pattern Recognition speech recognition biometric identification
target recognition machine learningbull Cellular Systems system design performance analysis equipment
design and manufacturingbull Satellite and Terrestrial Microwave Systems modem design and
implementation system design performance analysisbull Networking network design and implementation Network security
equipment design and manufacturingbull Algorithm Design software and hardware implementations data
miningbull Hardware Design architectures DSP chips application specific ICrsquos
Sig and Comms Overview- 15Bliss date
Communications and Signal Processing
Career Opportunities
Some Potential Employers
Motorola ATampT Qualcomm IntelMedtronics Raytheon Cisco XeroxMRC HP Agilent LucentNokia Samsung Lockheed MartinIBM Texas Instruments BoeingQwest General Dynamics Spectrum AstroFreescale National Instruments BroadcomEF Data LG Electronics SprintGovernment Universities
Sig and Comms Overview- 16Bliss date
Communications and Signal Processing
Graduate School
bull Communication and signal processing fields are advancing rapidly
bull Companies are looking increasingly towards MS and PhD holders to lead their development teamsndash BS just doesnrsquot provide enough expertise
Sig and Comms Overview- 17Bliss date
Communications and Signal Processing
PhD Degrees
Demand has increased considerably for PhD
bull Careers in academia bull Careers in Industry Research Labsbull Careers in Government Labs
(graduates in big demand) bull Entrepreneurs
Sig and Comms Overview- 18Bliss date
Communications and Signal Processing
Graduate Classes
bull Digital Communications bull Wireless Networks Wireless
Communicationsbull Broadband Networksbull Network Securitybull Motion Capturebull Spectral Estimation and Array Processingbull Coding and Cryptography Information
Theorybull Multidimensional Signal Processingbull Image and Video Processingbull Speech and Audio Processingbull Time-Frequency Analysisbull Filtering of Stochastic Processesbull Detection and Estimationbull Adaptive Filters for Equalization and Echo
Cancellationbull Multimedia Signal Processingbull Signal Processing for the Artsbull Array Processingbull Big Data
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 4Bliss date
Communications and Signal Processing
Biomedical Signal Processing
DSP for SpeechAnd Hearing
Biomedical Signal Processing
iPod
DSPAnd
Sensors
Hyper-spectral Imaging
DNA Sequence Analysis
using DSP Methods
DSP for Health Monitoring
Sig and Comms Overview- 5Bliss date
Communications and Signal Processing
What is Communication
CellularTelephony
Data NetworkingSatellite
Communications
Sig and Comms Overview- 6Bliss date
Communications and Signal Processing
Military Applications hellip
Sensor Networks
Automatic Target Recognition
TargetImaging
Sig and Comms Overview- 7Bliss date
Communications and Signal Processing
Smart Grid Network Applicationshellip
Sig and Comms Overview- 8Bliss date
Communications and Signal Processing
hellip to Applications in the Arts
AmbiguousIcons
Interactive Performance
Body Sensing Technologies
AME Concentration
Sig and Comms Overview- 9Bliss date
Communications and Signal Processing
COURSESJunior Level ldquoLead-inrdquo Courses
bull EEE 203 ndash Signals and Systems Indash Introduction to linear systems and Fourier transform analysis
bull EEE 304 ndash Signals and Systems IIndash Theory and Applications of linear systems in
Communications Controls and Signal Processingbull EEE 350 ndash Random Signal Theory
ndash Introduction to probability and stochastic processes
bull EEE 203 and 350 are representative of the things you need to know
bull They are prerequisites to some senior level courses
Sig and Comms Overview- 10Bliss date
Communications and Signal Processing
COURSESSenior Electives
bull EEE 407 ndash Digital Signal Processingndash Fundamentals of digital signal processing-time and frequency
domain analysis FFT filter design
bull EEE 455 ndash Communications Systemsndash Fundamentals of communication systems-digital and analog
modulation receiver design noise
bull EEE 459 ndash Communications Networksndash Communications network architectures transmission protocols
seven-layer OSI stack
bull EEE 404 ndash Real Time DSPndash Usually students will take after EEE 304 or 407ndash Course covers programming of DSP algorithms
Sig and Comms Overview- 11Bliss date
Communications and Signal Processing
Sample MSE Plan of StudySignal Processing
Sig and Comms Overview- 12Bliss date
Communications and Signal Processing
Sample MSE Plan of StudyCommunicationsNetworks
Sig and Comms Overview- 13Bliss date
Communications and Signal Processing
Direct PhD POS
Direct Includesbull 30 hours of MS level coursesbull +18 hours for PhD level coursesbull +Research Creditsbull +Dissertation Credits
Sig and Comms Overview- 14Bliss date
Communications and Signal Processing
Career Opportunities
What do signal processing and communications engineers dobull Signal Enhancement noise reduction music and image restoration
high resolution imagingbull Signal Compression speech image video biomedical databull Pattern Recognition speech recognition biometric identification
target recognition machine learningbull Cellular Systems system design performance analysis equipment
design and manufacturingbull Satellite and Terrestrial Microwave Systems modem design and
implementation system design performance analysisbull Networking network design and implementation Network security
equipment design and manufacturingbull Algorithm Design software and hardware implementations data
miningbull Hardware Design architectures DSP chips application specific ICrsquos
Sig and Comms Overview- 15Bliss date
Communications and Signal Processing
Career Opportunities
Some Potential Employers
Motorola ATampT Qualcomm IntelMedtronics Raytheon Cisco XeroxMRC HP Agilent LucentNokia Samsung Lockheed MartinIBM Texas Instruments BoeingQwest General Dynamics Spectrum AstroFreescale National Instruments BroadcomEF Data LG Electronics SprintGovernment Universities
Sig and Comms Overview- 16Bliss date
Communications and Signal Processing
Graduate School
bull Communication and signal processing fields are advancing rapidly
bull Companies are looking increasingly towards MS and PhD holders to lead their development teamsndash BS just doesnrsquot provide enough expertise
Sig and Comms Overview- 17Bliss date
Communications and Signal Processing
PhD Degrees
Demand has increased considerably for PhD
bull Careers in academia bull Careers in Industry Research Labsbull Careers in Government Labs
(graduates in big demand) bull Entrepreneurs
Sig and Comms Overview- 18Bliss date
Communications and Signal Processing
Graduate Classes
bull Digital Communications bull Wireless Networks Wireless
Communicationsbull Broadband Networksbull Network Securitybull Motion Capturebull Spectral Estimation and Array Processingbull Coding and Cryptography Information
Theorybull Multidimensional Signal Processingbull Image and Video Processingbull Speech and Audio Processingbull Time-Frequency Analysisbull Filtering of Stochastic Processesbull Detection and Estimationbull Adaptive Filters for Equalization and Echo
Cancellationbull Multimedia Signal Processingbull Signal Processing for the Artsbull Array Processingbull Big Data
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 5Bliss date
Communications and Signal Processing
What is Communication
CellularTelephony
Data NetworkingSatellite
Communications
Sig and Comms Overview- 6Bliss date
Communications and Signal Processing
Military Applications hellip
Sensor Networks
Automatic Target Recognition
TargetImaging
Sig and Comms Overview- 7Bliss date
Communications and Signal Processing
Smart Grid Network Applicationshellip
Sig and Comms Overview- 8Bliss date
Communications and Signal Processing
hellip to Applications in the Arts
AmbiguousIcons
Interactive Performance
Body Sensing Technologies
AME Concentration
Sig and Comms Overview- 9Bliss date
Communications and Signal Processing
COURSESJunior Level ldquoLead-inrdquo Courses
bull EEE 203 ndash Signals and Systems Indash Introduction to linear systems and Fourier transform analysis
bull EEE 304 ndash Signals and Systems IIndash Theory and Applications of linear systems in
Communications Controls and Signal Processingbull EEE 350 ndash Random Signal Theory
ndash Introduction to probability and stochastic processes
bull EEE 203 and 350 are representative of the things you need to know
bull They are prerequisites to some senior level courses
Sig and Comms Overview- 10Bliss date
Communications and Signal Processing
COURSESSenior Electives
bull EEE 407 ndash Digital Signal Processingndash Fundamentals of digital signal processing-time and frequency
domain analysis FFT filter design
bull EEE 455 ndash Communications Systemsndash Fundamentals of communication systems-digital and analog
modulation receiver design noise
bull EEE 459 ndash Communications Networksndash Communications network architectures transmission protocols
seven-layer OSI stack
bull EEE 404 ndash Real Time DSPndash Usually students will take after EEE 304 or 407ndash Course covers programming of DSP algorithms
Sig and Comms Overview- 11Bliss date
Communications and Signal Processing
Sample MSE Plan of StudySignal Processing
Sig and Comms Overview- 12Bliss date
Communications and Signal Processing
Sample MSE Plan of StudyCommunicationsNetworks
Sig and Comms Overview- 13Bliss date
Communications and Signal Processing
Direct PhD POS
Direct Includesbull 30 hours of MS level coursesbull +18 hours for PhD level coursesbull +Research Creditsbull +Dissertation Credits
Sig and Comms Overview- 14Bliss date
Communications and Signal Processing
Career Opportunities
What do signal processing and communications engineers dobull Signal Enhancement noise reduction music and image restoration
high resolution imagingbull Signal Compression speech image video biomedical databull Pattern Recognition speech recognition biometric identification
target recognition machine learningbull Cellular Systems system design performance analysis equipment
design and manufacturingbull Satellite and Terrestrial Microwave Systems modem design and
implementation system design performance analysisbull Networking network design and implementation Network security
equipment design and manufacturingbull Algorithm Design software and hardware implementations data
miningbull Hardware Design architectures DSP chips application specific ICrsquos
Sig and Comms Overview- 15Bliss date
Communications and Signal Processing
Career Opportunities
Some Potential Employers
Motorola ATampT Qualcomm IntelMedtronics Raytheon Cisco XeroxMRC HP Agilent LucentNokia Samsung Lockheed MartinIBM Texas Instruments BoeingQwest General Dynamics Spectrum AstroFreescale National Instruments BroadcomEF Data LG Electronics SprintGovernment Universities
Sig and Comms Overview- 16Bliss date
Communications and Signal Processing
Graduate School
bull Communication and signal processing fields are advancing rapidly
bull Companies are looking increasingly towards MS and PhD holders to lead their development teamsndash BS just doesnrsquot provide enough expertise
Sig and Comms Overview- 17Bliss date
Communications and Signal Processing
PhD Degrees
Demand has increased considerably for PhD
bull Careers in academia bull Careers in Industry Research Labsbull Careers in Government Labs
(graduates in big demand) bull Entrepreneurs
Sig and Comms Overview- 18Bliss date
Communications and Signal Processing
Graduate Classes
bull Digital Communications bull Wireless Networks Wireless
Communicationsbull Broadband Networksbull Network Securitybull Motion Capturebull Spectral Estimation and Array Processingbull Coding and Cryptography Information
Theorybull Multidimensional Signal Processingbull Image and Video Processingbull Speech and Audio Processingbull Time-Frequency Analysisbull Filtering of Stochastic Processesbull Detection and Estimationbull Adaptive Filters for Equalization and Echo
Cancellationbull Multimedia Signal Processingbull Signal Processing for the Artsbull Array Processingbull Big Data
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 6Bliss date
Communications and Signal Processing
Military Applications hellip
Sensor Networks
Automatic Target Recognition
TargetImaging
Sig and Comms Overview- 7Bliss date
Communications and Signal Processing
Smart Grid Network Applicationshellip
Sig and Comms Overview- 8Bliss date
Communications and Signal Processing
hellip to Applications in the Arts
AmbiguousIcons
Interactive Performance
Body Sensing Technologies
AME Concentration
Sig and Comms Overview- 9Bliss date
Communications and Signal Processing
COURSESJunior Level ldquoLead-inrdquo Courses
bull EEE 203 ndash Signals and Systems Indash Introduction to linear systems and Fourier transform analysis
bull EEE 304 ndash Signals and Systems IIndash Theory and Applications of linear systems in
Communications Controls and Signal Processingbull EEE 350 ndash Random Signal Theory
ndash Introduction to probability and stochastic processes
bull EEE 203 and 350 are representative of the things you need to know
bull They are prerequisites to some senior level courses
Sig and Comms Overview- 10Bliss date
Communications and Signal Processing
COURSESSenior Electives
bull EEE 407 ndash Digital Signal Processingndash Fundamentals of digital signal processing-time and frequency
domain analysis FFT filter design
bull EEE 455 ndash Communications Systemsndash Fundamentals of communication systems-digital and analog
modulation receiver design noise
bull EEE 459 ndash Communications Networksndash Communications network architectures transmission protocols
seven-layer OSI stack
bull EEE 404 ndash Real Time DSPndash Usually students will take after EEE 304 or 407ndash Course covers programming of DSP algorithms
Sig and Comms Overview- 11Bliss date
Communications and Signal Processing
Sample MSE Plan of StudySignal Processing
Sig and Comms Overview- 12Bliss date
Communications and Signal Processing
Sample MSE Plan of StudyCommunicationsNetworks
Sig and Comms Overview- 13Bliss date
Communications and Signal Processing
Direct PhD POS
Direct Includesbull 30 hours of MS level coursesbull +18 hours for PhD level coursesbull +Research Creditsbull +Dissertation Credits
Sig and Comms Overview- 14Bliss date
Communications and Signal Processing
Career Opportunities
What do signal processing and communications engineers dobull Signal Enhancement noise reduction music and image restoration
high resolution imagingbull Signal Compression speech image video biomedical databull Pattern Recognition speech recognition biometric identification
target recognition machine learningbull Cellular Systems system design performance analysis equipment
design and manufacturingbull Satellite and Terrestrial Microwave Systems modem design and
implementation system design performance analysisbull Networking network design and implementation Network security
equipment design and manufacturingbull Algorithm Design software and hardware implementations data
miningbull Hardware Design architectures DSP chips application specific ICrsquos
Sig and Comms Overview- 15Bliss date
Communications and Signal Processing
Career Opportunities
Some Potential Employers
Motorola ATampT Qualcomm IntelMedtronics Raytheon Cisco XeroxMRC HP Agilent LucentNokia Samsung Lockheed MartinIBM Texas Instruments BoeingQwest General Dynamics Spectrum AstroFreescale National Instruments BroadcomEF Data LG Electronics SprintGovernment Universities
Sig and Comms Overview- 16Bliss date
Communications and Signal Processing
Graduate School
bull Communication and signal processing fields are advancing rapidly
bull Companies are looking increasingly towards MS and PhD holders to lead their development teamsndash BS just doesnrsquot provide enough expertise
Sig and Comms Overview- 17Bliss date
Communications and Signal Processing
PhD Degrees
Demand has increased considerably for PhD
bull Careers in academia bull Careers in Industry Research Labsbull Careers in Government Labs
(graduates in big demand) bull Entrepreneurs
Sig and Comms Overview- 18Bliss date
Communications and Signal Processing
Graduate Classes
bull Digital Communications bull Wireless Networks Wireless
Communicationsbull Broadband Networksbull Network Securitybull Motion Capturebull Spectral Estimation and Array Processingbull Coding and Cryptography Information
Theorybull Multidimensional Signal Processingbull Image and Video Processingbull Speech and Audio Processingbull Time-Frequency Analysisbull Filtering of Stochastic Processesbull Detection and Estimationbull Adaptive Filters for Equalization and Echo
Cancellationbull Multimedia Signal Processingbull Signal Processing for the Artsbull Array Processingbull Big Data
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 7Bliss date
Communications and Signal Processing
Smart Grid Network Applicationshellip
Sig and Comms Overview- 8Bliss date
Communications and Signal Processing
hellip to Applications in the Arts
AmbiguousIcons
Interactive Performance
Body Sensing Technologies
AME Concentration
Sig and Comms Overview- 9Bliss date
Communications and Signal Processing
COURSESJunior Level ldquoLead-inrdquo Courses
bull EEE 203 ndash Signals and Systems Indash Introduction to linear systems and Fourier transform analysis
bull EEE 304 ndash Signals and Systems IIndash Theory and Applications of linear systems in
Communications Controls and Signal Processingbull EEE 350 ndash Random Signal Theory
ndash Introduction to probability and stochastic processes
bull EEE 203 and 350 are representative of the things you need to know
bull They are prerequisites to some senior level courses
Sig and Comms Overview- 10Bliss date
Communications and Signal Processing
COURSESSenior Electives
bull EEE 407 ndash Digital Signal Processingndash Fundamentals of digital signal processing-time and frequency
domain analysis FFT filter design
bull EEE 455 ndash Communications Systemsndash Fundamentals of communication systems-digital and analog
modulation receiver design noise
bull EEE 459 ndash Communications Networksndash Communications network architectures transmission protocols
seven-layer OSI stack
bull EEE 404 ndash Real Time DSPndash Usually students will take after EEE 304 or 407ndash Course covers programming of DSP algorithms
Sig and Comms Overview- 11Bliss date
Communications and Signal Processing
Sample MSE Plan of StudySignal Processing
Sig and Comms Overview- 12Bliss date
Communications and Signal Processing
Sample MSE Plan of StudyCommunicationsNetworks
Sig and Comms Overview- 13Bliss date
Communications and Signal Processing
Direct PhD POS
Direct Includesbull 30 hours of MS level coursesbull +18 hours for PhD level coursesbull +Research Creditsbull +Dissertation Credits
Sig and Comms Overview- 14Bliss date
Communications and Signal Processing
Career Opportunities
What do signal processing and communications engineers dobull Signal Enhancement noise reduction music and image restoration
high resolution imagingbull Signal Compression speech image video biomedical databull Pattern Recognition speech recognition biometric identification
target recognition machine learningbull Cellular Systems system design performance analysis equipment
design and manufacturingbull Satellite and Terrestrial Microwave Systems modem design and
implementation system design performance analysisbull Networking network design and implementation Network security
equipment design and manufacturingbull Algorithm Design software and hardware implementations data
miningbull Hardware Design architectures DSP chips application specific ICrsquos
Sig and Comms Overview- 15Bliss date
Communications and Signal Processing
Career Opportunities
Some Potential Employers
Motorola ATampT Qualcomm IntelMedtronics Raytheon Cisco XeroxMRC HP Agilent LucentNokia Samsung Lockheed MartinIBM Texas Instruments BoeingQwest General Dynamics Spectrum AstroFreescale National Instruments BroadcomEF Data LG Electronics SprintGovernment Universities
Sig and Comms Overview- 16Bliss date
Communications and Signal Processing
Graduate School
bull Communication and signal processing fields are advancing rapidly
bull Companies are looking increasingly towards MS and PhD holders to lead their development teamsndash BS just doesnrsquot provide enough expertise
Sig and Comms Overview- 17Bliss date
Communications and Signal Processing
PhD Degrees
Demand has increased considerably for PhD
bull Careers in academia bull Careers in Industry Research Labsbull Careers in Government Labs
(graduates in big demand) bull Entrepreneurs
Sig and Comms Overview- 18Bliss date
Communications and Signal Processing
Graduate Classes
bull Digital Communications bull Wireless Networks Wireless
Communicationsbull Broadband Networksbull Network Securitybull Motion Capturebull Spectral Estimation and Array Processingbull Coding and Cryptography Information
Theorybull Multidimensional Signal Processingbull Image and Video Processingbull Speech and Audio Processingbull Time-Frequency Analysisbull Filtering of Stochastic Processesbull Detection and Estimationbull Adaptive Filters for Equalization and Echo
Cancellationbull Multimedia Signal Processingbull Signal Processing for the Artsbull Array Processingbull Big Data
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 8Bliss date
Communications and Signal Processing
hellip to Applications in the Arts
AmbiguousIcons
Interactive Performance
Body Sensing Technologies
AME Concentration
Sig and Comms Overview- 9Bliss date
Communications and Signal Processing
COURSESJunior Level ldquoLead-inrdquo Courses
bull EEE 203 ndash Signals and Systems Indash Introduction to linear systems and Fourier transform analysis
bull EEE 304 ndash Signals and Systems IIndash Theory and Applications of linear systems in
Communications Controls and Signal Processingbull EEE 350 ndash Random Signal Theory
ndash Introduction to probability and stochastic processes
bull EEE 203 and 350 are representative of the things you need to know
bull They are prerequisites to some senior level courses
Sig and Comms Overview- 10Bliss date
Communications and Signal Processing
COURSESSenior Electives
bull EEE 407 ndash Digital Signal Processingndash Fundamentals of digital signal processing-time and frequency
domain analysis FFT filter design
bull EEE 455 ndash Communications Systemsndash Fundamentals of communication systems-digital and analog
modulation receiver design noise
bull EEE 459 ndash Communications Networksndash Communications network architectures transmission protocols
seven-layer OSI stack
bull EEE 404 ndash Real Time DSPndash Usually students will take after EEE 304 or 407ndash Course covers programming of DSP algorithms
Sig and Comms Overview- 11Bliss date
Communications and Signal Processing
Sample MSE Plan of StudySignal Processing
Sig and Comms Overview- 12Bliss date
Communications and Signal Processing
Sample MSE Plan of StudyCommunicationsNetworks
Sig and Comms Overview- 13Bliss date
Communications and Signal Processing
Direct PhD POS
Direct Includesbull 30 hours of MS level coursesbull +18 hours for PhD level coursesbull +Research Creditsbull +Dissertation Credits
Sig and Comms Overview- 14Bliss date
Communications and Signal Processing
Career Opportunities
What do signal processing and communications engineers dobull Signal Enhancement noise reduction music and image restoration
high resolution imagingbull Signal Compression speech image video biomedical databull Pattern Recognition speech recognition biometric identification
target recognition machine learningbull Cellular Systems system design performance analysis equipment
design and manufacturingbull Satellite and Terrestrial Microwave Systems modem design and
implementation system design performance analysisbull Networking network design and implementation Network security
equipment design and manufacturingbull Algorithm Design software and hardware implementations data
miningbull Hardware Design architectures DSP chips application specific ICrsquos
Sig and Comms Overview- 15Bliss date
Communications and Signal Processing
Career Opportunities
Some Potential Employers
Motorola ATampT Qualcomm IntelMedtronics Raytheon Cisco XeroxMRC HP Agilent LucentNokia Samsung Lockheed MartinIBM Texas Instruments BoeingQwest General Dynamics Spectrum AstroFreescale National Instruments BroadcomEF Data LG Electronics SprintGovernment Universities
Sig and Comms Overview- 16Bliss date
Communications and Signal Processing
Graduate School
bull Communication and signal processing fields are advancing rapidly
bull Companies are looking increasingly towards MS and PhD holders to lead their development teamsndash BS just doesnrsquot provide enough expertise
Sig and Comms Overview- 17Bliss date
Communications and Signal Processing
PhD Degrees
Demand has increased considerably for PhD
bull Careers in academia bull Careers in Industry Research Labsbull Careers in Government Labs
(graduates in big demand) bull Entrepreneurs
Sig and Comms Overview- 18Bliss date
Communications and Signal Processing
Graduate Classes
bull Digital Communications bull Wireless Networks Wireless
Communicationsbull Broadband Networksbull Network Securitybull Motion Capturebull Spectral Estimation and Array Processingbull Coding and Cryptography Information
Theorybull Multidimensional Signal Processingbull Image and Video Processingbull Speech and Audio Processingbull Time-Frequency Analysisbull Filtering of Stochastic Processesbull Detection and Estimationbull Adaptive Filters for Equalization and Echo
Cancellationbull Multimedia Signal Processingbull Signal Processing for the Artsbull Array Processingbull Big Data
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 9Bliss date
Communications and Signal Processing
COURSESJunior Level ldquoLead-inrdquo Courses
bull EEE 203 ndash Signals and Systems Indash Introduction to linear systems and Fourier transform analysis
bull EEE 304 ndash Signals and Systems IIndash Theory and Applications of linear systems in
Communications Controls and Signal Processingbull EEE 350 ndash Random Signal Theory
ndash Introduction to probability and stochastic processes
bull EEE 203 and 350 are representative of the things you need to know
bull They are prerequisites to some senior level courses
Sig and Comms Overview- 10Bliss date
Communications and Signal Processing
COURSESSenior Electives
bull EEE 407 ndash Digital Signal Processingndash Fundamentals of digital signal processing-time and frequency
domain analysis FFT filter design
bull EEE 455 ndash Communications Systemsndash Fundamentals of communication systems-digital and analog
modulation receiver design noise
bull EEE 459 ndash Communications Networksndash Communications network architectures transmission protocols
seven-layer OSI stack
bull EEE 404 ndash Real Time DSPndash Usually students will take after EEE 304 or 407ndash Course covers programming of DSP algorithms
Sig and Comms Overview- 11Bliss date
Communications and Signal Processing
Sample MSE Plan of StudySignal Processing
Sig and Comms Overview- 12Bliss date
Communications and Signal Processing
Sample MSE Plan of StudyCommunicationsNetworks
Sig and Comms Overview- 13Bliss date
Communications and Signal Processing
Direct PhD POS
Direct Includesbull 30 hours of MS level coursesbull +18 hours for PhD level coursesbull +Research Creditsbull +Dissertation Credits
Sig and Comms Overview- 14Bliss date
Communications and Signal Processing
Career Opportunities
What do signal processing and communications engineers dobull Signal Enhancement noise reduction music and image restoration
high resolution imagingbull Signal Compression speech image video biomedical databull Pattern Recognition speech recognition biometric identification
target recognition machine learningbull Cellular Systems system design performance analysis equipment
design and manufacturingbull Satellite and Terrestrial Microwave Systems modem design and
implementation system design performance analysisbull Networking network design and implementation Network security
equipment design and manufacturingbull Algorithm Design software and hardware implementations data
miningbull Hardware Design architectures DSP chips application specific ICrsquos
Sig and Comms Overview- 15Bliss date
Communications and Signal Processing
Career Opportunities
Some Potential Employers
Motorola ATampT Qualcomm IntelMedtronics Raytheon Cisco XeroxMRC HP Agilent LucentNokia Samsung Lockheed MartinIBM Texas Instruments BoeingQwest General Dynamics Spectrum AstroFreescale National Instruments BroadcomEF Data LG Electronics SprintGovernment Universities
Sig and Comms Overview- 16Bliss date
Communications and Signal Processing
Graduate School
bull Communication and signal processing fields are advancing rapidly
bull Companies are looking increasingly towards MS and PhD holders to lead their development teamsndash BS just doesnrsquot provide enough expertise
Sig and Comms Overview- 17Bliss date
Communications and Signal Processing
PhD Degrees
Demand has increased considerably for PhD
bull Careers in academia bull Careers in Industry Research Labsbull Careers in Government Labs
(graduates in big demand) bull Entrepreneurs
Sig and Comms Overview- 18Bliss date
Communications and Signal Processing
Graduate Classes
bull Digital Communications bull Wireless Networks Wireless
Communicationsbull Broadband Networksbull Network Securitybull Motion Capturebull Spectral Estimation and Array Processingbull Coding and Cryptography Information
Theorybull Multidimensional Signal Processingbull Image and Video Processingbull Speech and Audio Processingbull Time-Frequency Analysisbull Filtering of Stochastic Processesbull Detection and Estimationbull Adaptive Filters for Equalization and Echo
Cancellationbull Multimedia Signal Processingbull Signal Processing for the Artsbull Array Processingbull Big Data
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 10Bliss date
Communications and Signal Processing
COURSESSenior Electives
bull EEE 407 ndash Digital Signal Processingndash Fundamentals of digital signal processing-time and frequency
domain analysis FFT filter design
bull EEE 455 ndash Communications Systemsndash Fundamentals of communication systems-digital and analog
modulation receiver design noise
bull EEE 459 ndash Communications Networksndash Communications network architectures transmission protocols
seven-layer OSI stack
bull EEE 404 ndash Real Time DSPndash Usually students will take after EEE 304 or 407ndash Course covers programming of DSP algorithms
Sig and Comms Overview- 11Bliss date
Communications and Signal Processing
Sample MSE Plan of StudySignal Processing
Sig and Comms Overview- 12Bliss date
Communications and Signal Processing
Sample MSE Plan of StudyCommunicationsNetworks
Sig and Comms Overview- 13Bliss date
Communications and Signal Processing
Direct PhD POS
Direct Includesbull 30 hours of MS level coursesbull +18 hours for PhD level coursesbull +Research Creditsbull +Dissertation Credits
Sig and Comms Overview- 14Bliss date
Communications and Signal Processing
Career Opportunities
What do signal processing and communications engineers dobull Signal Enhancement noise reduction music and image restoration
high resolution imagingbull Signal Compression speech image video biomedical databull Pattern Recognition speech recognition biometric identification
target recognition machine learningbull Cellular Systems system design performance analysis equipment
design and manufacturingbull Satellite and Terrestrial Microwave Systems modem design and
implementation system design performance analysisbull Networking network design and implementation Network security
equipment design and manufacturingbull Algorithm Design software and hardware implementations data
miningbull Hardware Design architectures DSP chips application specific ICrsquos
Sig and Comms Overview- 15Bliss date
Communications and Signal Processing
Career Opportunities
Some Potential Employers
Motorola ATampT Qualcomm IntelMedtronics Raytheon Cisco XeroxMRC HP Agilent LucentNokia Samsung Lockheed MartinIBM Texas Instruments BoeingQwest General Dynamics Spectrum AstroFreescale National Instruments BroadcomEF Data LG Electronics SprintGovernment Universities
Sig and Comms Overview- 16Bliss date
Communications and Signal Processing
Graduate School
bull Communication and signal processing fields are advancing rapidly
bull Companies are looking increasingly towards MS and PhD holders to lead their development teamsndash BS just doesnrsquot provide enough expertise
Sig and Comms Overview- 17Bliss date
Communications and Signal Processing
PhD Degrees
Demand has increased considerably for PhD
bull Careers in academia bull Careers in Industry Research Labsbull Careers in Government Labs
(graduates in big demand) bull Entrepreneurs
Sig and Comms Overview- 18Bliss date
Communications and Signal Processing
Graduate Classes
bull Digital Communications bull Wireless Networks Wireless
Communicationsbull Broadband Networksbull Network Securitybull Motion Capturebull Spectral Estimation and Array Processingbull Coding and Cryptography Information
Theorybull Multidimensional Signal Processingbull Image and Video Processingbull Speech and Audio Processingbull Time-Frequency Analysisbull Filtering of Stochastic Processesbull Detection and Estimationbull Adaptive Filters for Equalization and Echo
Cancellationbull Multimedia Signal Processingbull Signal Processing for the Artsbull Array Processingbull Big Data
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 11Bliss date
Communications and Signal Processing
Sample MSE Plan of StudySignal Processing
Sig and Comms Overview- 12Bliss date
Communications and Signal Processing
Sample MSE Plan of StudyCommunicationsNetworks
Sig and Comms Overview- 13Bliss date
Communications and Signal Processing
Direct PhD POS
Direct Includesbull 30 hours of MS level coursesbull +18 hours for PhD level coursesbull +Research Creditsbull +Dissertation Credits
Sig and Comms Overview- 14Bliss date
Communications and Signal Processing
Career Opportunities
What do signal processing and communications engineers dobull Signal Enhancement noise reduction music and image restoration
high resolution imagingbull Signal Compression speech image video biomedical databull Pattern Recognition speech recognition biometric identification
target recognition machine learningbull Cellular Systems system design performance analysis equipment
design and manufacturingbull Satellite and Terrestrial Microwave Systems modem design and
implementation system design performance analysisbull Networking network design and implementation Network security
equipment design and manufacturingbull Algorithm Design software and hardware implementations data
miningbull Hardware Design architectures DSP chips application specific ICrsquos
Sig and Comms Overview- 15Bliss date
Communications and Signal Processing
Career Opportunities
Some Potential Employers
Motorola ATampT Qualcomm IntelMedtronics Raytheon Cisco XeroxMRC HP Agilent LucentNokia Samsung Lockheed MartinIBM Texas Instruments BoeingQwest General Dynamics Spectrum AstroFreescale National Instruments BroadcomEF Data LG Electronics SprintGovernment Universities
Sig and Comms Overview- 16Bliss date
Communications and Signal Processing
Graduate School
bull Communication and signal processing fields are advancing rapidly
bull Companies are looking increasingly towards MS and PhD holders to lead their development teamsndash BS just doesnrsquot provide enough expertise
Sig and Comms Overview- 17Bliss date
Communications and Signal Processing
PhD Degrees
Demand has increased considerably for PhD
bull Careers in academia bull Careers in Industry Research Labsbull Careers in Government Labs
(graduates in big demand) bull Entrepreneurs
Sig and Comms Overview- 18Bliss date
Communications and Signal Processing
Graduate Classes
bull Digital Communications bull Wireless Networks Wireless
Communicationsbull Broadband Networksbull Network Securitybull Motion Capturebull Spectral Estimation and Array Processingbull Coding and Cryptography Information
Theorybull Multidimensional Signal Processingbull Image and Video Processingbull Speech and Audio Processingbull Time-Frequency Analysisbull Filtering of Stochastic Processesbull Detection and Estimationbull Adaptive Filters for Equalization and Echo
Cancellationbull Multimedia Signal Processingbull Signal Processing for the Artsbull Array Processingbull Big Data
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 12Bliss date
Communications and Signal Processing
Sample MSE Plan of StudyCommunicationsNetworks
Sig and Comms Overview- 13Bliss date
Communications and Signal Processing
Direct PhD POS
Direct Includesbull 30 hours of MS level coursesbull +18 hours for PhD level coursesbull +Research Creditsbull +Dissertation Credits
Sig and Comms Overview- 14Bliss date
Communications and Signal Processing
Career Opportunities
What do signal processing and communications engineers dobull Signal Enhancement noise reduction music and image restoration
high resolution imagingbull Signal Compression speech image video biomedical databull Pattern Recognition speech recognition biometric identification
target recognition machine learningbull Cellular Systems system design performance analysis equipment
design and manufacturingbull Satellite and Terrestrial Microwave Systems modem design and
implementation system design performance analysisbull Networking network design and implementation Network security
equipment design and manufacturingbull Algorithm Design software and hardware implementations data
miningbull Hardware Design architectures DSP chips application specific ICrsquos
Sig and Comms Overview- 15Bliss date
Communications and Signal Processing
Career Opportunities
Some Potential Employers
Motorola ATampT Qualcomm IntelMedtronics Raytheon Cisco XeroxMRC HP Agilent LucentNokia Samsung Lockheed MartinIBM Texas Instruments BoeingQwest General Dynamics Spectrum AstroFreescale National Instruments BroadcomEF Data LG Electronics SprintGovernment Universities
Sig and Comms Overview- 16Bliss date
Communications and Signal Processing
Graduate School
bull Communication and signal processing fields are advancing rapidly
bull Companies are looking increasingly towards MS and PhD holders to lead their development teamsndash BS just doesnrsquot provide enough expertise
Sig and Comms Overview- 17Bliss date
Communications and Signal Processing
PhD Degrees
Demand has increased considerably for PhD
bull Careers in academia bull Careers in Industry Research Labsbull Careers in Government Labs
(graduates in big demand) bull Entrepreneurs
Sig and Comms Overview- 18Bliss date
Communications and Signal Processing
Graduate Classes
bull Digital Communications bull Wireless Networks Wireless
Communicationsbull Broadband Networksbull Network Securitybull Motion Capturebull Spectral Estimation and Array Processingbull Coding and Cryptography Information
Theorybull Multidimensional Signal Processingbull Image and Video Processingbull Speech and Audio Processingbull Time-Frequency Analysisbull Filtering of Stochastic Processesbull Detection and Estimationbull Adaptive Filters for Equalization and Echo
Cancellationbull Multimedia Signal Processingbull Signal Processing for the Artsbull Array Processingbull Big Data
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 13Bliss date
Communications and Signal Processing
Direct PhD POS
Direct Includesbull 30 hours of MS level coursesbull +18 hours for PhD level coursesbull +Research Creditsbull +Dissertation Credits
Sig and Comms Overview- 14Bliss date
Communications and Signal Processing
Career Opportunities
What do signal processing and communications engineers dobull Signal Enhancement noise reduction music and image restoration
high resolution imagingbull Signal Compression speech image video biomedical databull Pattern Recognition speech recognition biometric identification
target recognition machine learningbull Cellular Systems system design performance analysis equipment
design and manufacturingbull Satellite and Terrestrial Microwave Systems modem design and
implementation system design performance analysisbull Networking network design and implementation Network security
equipment design and manufacturingbull Algorithm Design software and hardware implementations data
miningbull Hardware Design architectures DSP chips application specific ICrsquos
Sig and Comms Overview- 15Bliss date
Communications and Signal Processing
Career Opportunities
Some Potential Employers
Motorola ATampT Qualcomm IntelMedtronics Raytheon Cisco XeroxMRC HP Agilent LucentNokia Samsung Lockheed MartinIBM Texas Instruments BoeingQwest General Dynamics Spectrum AstroFreescale National Instruments BroadcomEF Data LG Electronics SprintGovernment Universities
Sig and Comms Overview- 16Bliss date
Communications and Signal Processing
Graduate School
bull Communication and signal processing fields are advancing rapidly
bull Companies are looking increasingly towards MS and PhD holders to lead their development teamsndash BS just doesnrsquot provide enough expertise
Sig and Comms Overview- 17Bliss date
Communications and Signal Processing
PhD Degrees
Demand has increased considerably for PhD
bull Careers in academia bull Careers in Industry Research Labsbull Careers in Government Labs
(graduates in big demand) bull Entrepreneurs
Sig and Comms Overview- 18Bliss date
Communications and Signal Processing
Graduate Classes
bull Digital Communications bull Wireless Networks Wireless
Communicationsbull Broadband Networksbull Network Securitybull Motion Capturebull Spectral Estimation and Array Processingbull Coding and Cryptography Information
Theorybull Multidimensional Signal Processingbull Image and Video Processingbull Speech and Audio Processingbull Time-Frequency Analysisbull Filtering of Stochastic Processesbull Detection and Estimationbull Adaptive Filters for Equalization and Echo
Cancellationbull Multimedia Signal Processingbull Signal Processing for the Artsbull Array Processingbull Big Data
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 14Bliss date
Communications and Signal Processing
Career Opportunities
What do signal processing and communications engineers dobull Signal Enhancement noise reduction music and image restoration
high resolution imagingbull Signal Compression speech image video biomedical databull Pattern Recognition speech recognition biometric identification
target recognition machine learningbull Cellular Systems system design performance analysis equipment
design and manufacturingbull Satellite and Terrestrial Microwave Systems modem design and
implementation system design performance analysisbull Networking network design and implementation Network security
equipment design and manufacturingbull Algorithm Design software and hardware implementations data
miningbull Hardware Design architectures DSP chips application specific ICrsquos
Sig and Comms Overview- 15Bliss date
Communications and Signal Processing
Career Opportunities
Some Potential Employers
Motorola ATampT Qualcomm IntelMedtronics Raytheon Cisco XeroxMRC HP Agilent LucentNokia Samsung Lockheed MartinIBM Texas Instruments BoeingQwest General Dynamics Spectrum AstroFreescale National Instruments BroadcomEF Data LG Electronics SprintGovernment Universities
Sig and Comms Overview- 16Bliss date
Communications and Signal Processing
Graduate School
bull Communication and signal processing fields are advancing rapidly
bull Companies are looking increasingly towards MS and PhD holders to lead their development teamsndash BS just doesnrsquot provide enough expertise
Sig and Comms Overview- 17Bliss date
Communications and Signal Processing
PhD Degrees
Demand has increased considerably for PhD
bull Careers in academia bull Careers in Industry Research Labsbull Careers in Government Labs
(graduates in big demand) bull Entrepreneurs
Sig and Comms Overview- 18Bliss date
Communications and Signal Processing
Graduate Classes
bull Digital Communications bull Wireless Networks Wireless
Communicationsbull Broadband Networksbull Network Securitybull Motion Capturebull Spectral Estimation and Array Processingbull Coding and Cryptography Information
Theorybull Multidimensional Signal Processingbull Image and Video Processingbull Speech and Audio Processingbull Time-Frequency Analysisbull Filtering of Stochastic Processesbull Detection and Estimationbull Adaptive Filters for Equalization and Echo
Cancellationbull Multimedia Signal Processingbull Signal Processing for the Artsbull Array Processingbull Big Data
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 15Bliss date
Communications and Signal Processing
Career Opportunities
Some Potential Employers
Motorola ATampT Qualcomm IntelMedtronics Raytheon Cisco XeroxMRC HP Agilent LucentNokia Samsung Lockheed MartinIBM Texas Instruments BoeingQwest General Dynamics Spectrum AstroFreescale National Instruments BroadcomEF Data LG Electronics SprintGovernment Universities
Sig and Comms Overview- 16Bliss date
Communications and Signal Processing
Graduate School
bull Communication and signal processing fields are advancing rapidly
bull Companies are looking increasingly towards MS and PhD holders to lead their development teamsndash BS just doesnrsquot provide enough expertise
Sig and Comms Overview- 17Bliss date
Communications and Signal Processing
PhD Degrees
Demand has increased considerably for PhD
bull Careers in academia bull Careers in Industry Research Labsbull Careers in Government Labs
(graduates in big demand) bull Entrepreneurs
Sig and Comms Overview- 18Bliss date
Communications and Signal Processing
Graduate Classes
bull Digital Communications bull Wireless Networks Wireless
Communicationsbull Broadband Networksbull Network Securitybull Motion Capturebull Spectral Estimation and Array Processingbull Coding and Cryptography Information
Theorybull Multidimensional Signal Processingbull Image and Video Processingbull Speech and Audio Processingbull Time-Frequency Analysisbull Filtering of Stochastic Processesbull Detection and Estimationbull Adaptive Filters for Equalization and Echo
Cancellationbull Multimedia Signal Processingbull Signal Processing for the Artsbull Array Processingbull Big Data
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 16Bliss date
Communications and Signal Processing
Graduate School
bull Communication and signal processing fields are advancing rapidly
bull Companies are looking increasingly towards MS and PhD holders to lead their development teamsndash BS just doesnrsquot provide enough expertise
Sig and Comms Overview- 17Bliss date
Communications and Signal Processing
PhD Degrees
Demand has increased considerably for PhD
bull Careers in academia bull Careers in Industry Research Labsbull Careers in Government Labs
(graduates in big demand) bull Entrepreneurs
Sig and Comms Overview- 18Bliss date
Communications and Signal Processing
Graduate Classes
bull Digital Communications bull Wireless Networks Wireless
Communicationsbull Broadband Networksbull Network Securitybull Motion Capturebull Spectral Estimation and Array Processingbull Coding and Cryptography Information
Theorybull Multidimensional Signal Processingbull Image and Video Processingbull Speech and Audio Processingbull Time-Frequency Analysisbull Filtering of Stochastic Processesbull Detection and Estimationbull Adaptive Filters for Equalization and Echo
Cancellationbull Multimedia Signal Processingbull Signal Processing for the Artsbull Array Processingbull Big Data
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 17Bliss date
Communications and Signal Processing
PhD Degrees
Demand has increased considerably for PhD
bull Careers in academia bull Careers in Industry Research Labsbull Careers in Government Labs
(graduates in big demand) bull Entrepreneurs
Sig and Comms Overview- 18Bliss date
Communications and Signal Processing
Graduate Classes
bull Digital Communications bull Wireless Networks Wireless
Communicationsbull Broadband Networksbull Network Securitybull Motion Capturebull Spectral Estimation and Array Processingbull Coding and Cryptography Information
Theorybull Multidimensional Signal Processingbull Image and Video Processingbull Speech and Audio Processingbull Time-Frequency Analysisbull Filtering of Stochastic Processesbull Detection and Estimationbull Adaptive Filters for Equalization and Echo
Cancellationbull Multimedia Signal Processingbull Signal Processing for the Artsbull Array Processingbull Big Data
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 18Bliss date
Communications and Signal Processing
Graduate Classes
bull Digital Communications bull Wireless Networks Wireless
Communicationsbull Broadband Networksbull Network Securitybull Motion Capturebull Spectral Estimation and Array Processingbull Coding and Cryptography Information
Theorybull Multidimensional Signal Processingbull Image and Video Processingbull Speech and Audio Processingbull Time-Frequency Analysisbull Filtering of Stochastic Processesbull Detection and Estimationbull Adaptive Filters for Equalization and Echo
Cancellationbull Multimedia Signal Processingbull Signal Processing for the Artsbull Array Processingbull Big Data
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 19Bliss date
Communications and Signal Processing
Faculty
Anna Scaglione Signal Processing for Communications NetworksChaitali Chakrabarti Low Power ArchitecturesLalitha Sankar Networks Optical NetworksDan Bliss Communications Radar Biomedical Sensor ArraysAndreas Spanias DSP SpeechAudio Processing Sensor ArraysDouglas Cochran Signal Analysis Sensor NetworksLina Karam ImageVideo Processing and CodingOliver Kosut Information Theory Sensor NetworksLei Ying Wireless Networks Big DataYanchao Zhang Network SecurityVisar Berisha Speech Processing Machine LearningTolga Duman Wireless Communications Turbo CodesPavan Turaga Motion EstimationMartin Reisslein Networks for streaming data and mediaAntonia Papandreou-Suppappola Sensors Time-Frequency RepresentationsCihan Tepedelenlioglu Signal Processing for Communications MulticarrierJunshan Zhang Information Theory Ad-Hoc NetworksDavid Frakes Bioengineering Imaging
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 20Bliss date
Communications and Signal Processing
Programmatic Collaborations
bull Co-advisement for M-disciplinary dissertations bull Sensor Signal and Information Processing (NSF Industry-
University Center)bull Arts Media and Engineering (Concentration)bull Certificate in Sensors and Signal Processing bull Global Security Initiative (GSI)bull Biodesign Institutebull School of Sustainability
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions
Sig and Comms Overview- 21Bliss date
Communications and Signal Processing
Questions