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Development of pixel detectors with integrated signal processing for the Vertex Detector in the STAR experiment at the RHIC collider. PhD Thesis defense Michal Szelezniak ULP, Strasbourg 25 February 2008. Outline. - PowerPoint PPT Presentation
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Development of pixel detectors with integrated signal processing for the
Vertex Detector in the STAR experiment at the RHIC collider
PhD Thesis defenseMichal SzelezniakULP, Strasbourg25 February 2008
Michal Szelezniak - PhD thesis defense - 25 February 2008
22
Outline
The new vertex detector for the STAR experiment Development of Monolithic Active Pixel Sensors
(MAPS) at IPHC MAPS prototype for PIXEL detector 3-sensor telescope system with prototype readout
for PIXEL detector Future development plans Summary and Conclusions
Development of pixel detectors with integrated signal processing for the Vertex Detector in the
STAR experiment at the RHIC collider
Michal Szelezniak - PhD thesis defense - 25 February 2008
33
STAR experiment
(a) (b) (c) (d)
End view of tracks registered by the STAR TPC in a heavy-ion collision
STAR was constructed to study Quark-Gluon Plasma created in heavy-ion collisions at Relativistic Heavy Ion Collider (RHIC)
a) Lorentz contracted ions before the collisionb) Hard interactions between partons of incoming nucleic) New, high-density state of matter (QGP?)d) Hadronization and freezout
Location of the new vertex detector
Michal Szelezniak - PhD thesis defense - 25 February 2008
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Penetrating probes (created early in a collision) are sensitive to the evolution of the medium
– Particles with very high transverse momentum– Heavy particles containing charm or bottom quarks
To study next:– Charm flow to test thermalization of light quarks at RHIC– Charm energy loss to test pQCD in a hot and dense medium at RHIC
QGP in heavy-ion collisions
(from HFT proposal)
The D0 signal, after topological cuts, is shown by the solid black circles.
The original spectrum, before software cuts, is shown by the line of open circles.
Michal Szelezniak - PhD thesis defense - 25 February 2008
55
HFT: new vertex detector for STAR
– Goal: increasing pointing resolution from the outside in
– TPC pointing resolution at the SSD is ~ 1 mm– SSD pointing at the IST is ~ 300 µm – IST pointing at the PIXEL is ~ 250 µm – PIXEL pointing at the VTX is ~ 30 µm
To measure heavy flavor production it is necessary to measure charm and bottom hadrons through direct topological reconstruction
New Vertex Detector is needed!
D0 (cū)
Heavy Flavor Tracker
~100 µm
Secondary vertex
PIXEL at 2.5 and 8 cm
Primary vertex
IST at 14 cm
SSD at 23 cm
PIXEL: spatial resolution < 10 μmradiation length ~ 0.3 %
VXD3 0.4%, ALICE pixel detector ~1%
Michal Szelezniak - PhD thesis defense - 25 February 2008
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PIXEL DetectorPIXEL characteristics: Two layers at 2.5 & 8 cm radius
– 10+30 ladders– 10 sensors/ladder
Nearly 164 M pixels 0.28 % radiation length/layer Air cooled
Quick extraction and sensor replacement Monolithic Active Pixel Sensors
– Thinned to 50 μm thickness– 30 μm x 30 μm pixels– 640 x 640 pixel array– Integration time <200 μs at L=8×1027
– Power disspation <100 mW/cm2
Ladder with 10 MAPS sensors MAPS
RDObuffers/drivers
4-layer kapton cable with aluminium traces
Michal Szelezniak - PhD thesis defense - 25 February 2008
77
The new vertex detector for the STAR experiment Development of Monolithic Active Pixel Sensors
(MAPS) at IPHC– Simulations and tests of in-pixel voltage amplifiers,– Tests of advanced pixel structures with in-pixel memories– Tests and study of AC coupling for in-pixel amplifiers– Tests and study of MAPS operated in current mode
(PhotoFET)
MAPS prototype for PIXEL detector 3-sensor telescope system with prototype readout for
PIXEL detector Future development plans Summary and Conclusions
Development of pixel detectors with integrated signal processing for the Vertex Detector in the
STAR experiment at the RHIC collider
Michal Szelezniak - PhD thesis defense - 25 February 2008
88
Monolithic Active Pixel Sensors
Properties:
Standard commercial CMOS technology
Sensor and signal processing integrated in the same silicon wafer
Signal created in low-doped epitaxial layer (typically ~10-15 μm)
Charge collection mainly through thermal diffusion (~100 ns), reflective boundaries at p-well and substrate
Charge sensing in n-well/p-epi junction
100% fill-factor High granularity Low power dissipation Substantial radiation tolerance Thinning available as standard
post-processing Only NMOS transistors inside pixels
MAPS pixel cross-section (not to scale)
Thin active volume → MIP signal limited to <1000 electrons
Thermal diffusion → cluster size of ~10 pixels (20-30 μm pitch)
sensitivity to charge of a few tens of electrons ← noise at the level of 10 e-
Michal Szelezniak - PhD thesis defense - 25 February 2008
99
MAPS vs. other technologies
High granularity (several μm pitch) Small material budget Fast readout Radiation tolerance
8” wafer with MAPS prototypes
MAPS Hybrid Pixel Sensors CCD
+ - +
+ - +
+ ++ -
+ ++ -
Hybrid Pixel Sensors:
detector bump bonded to readout chip
CCD:
integrated detector and readout, external processing
MAPS:
integrated detector/readout/processing
Michal Szelezniak - PhD thesis defense - 25 February 2008
1010
Simple pixel architectures
GND
VDD VDD
select
output
outputin equilibrium
time
chargecollection
a) b)
chargecollectingdiode
reset
GND
VDD VDD
select
output
reset
output
time
chargecollection
chargecollectingdiode
VDD
Continuous reverse bias (self-biased)
Classical diode with reset
Reset noise, offset
No reset noise, no offset
read
read
Michal Szelezniak - PhD thesis defense - 25 February 2008
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Pixel sensor architectures
Typical sensor readout– Raster scan – Charge integration time = array
readout time– Multiplexed sub-arrays to decrease
integration time
Column parallel readout architecture– All columns readout in parallel and then
multiplexed to one output– Charge integration time = column
readout time
On-chip signal processing requires high S/N – signal amplification is needed
Analog readout – simpler architecture but ultimately slower readout
Digital readout – offers increased speed but requires on-chip discriminators or ADCs
Michal Szelezniak - PhD thesis defense - 25 February 2008
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Example of a simple in-pixel amplifier Amplifier in cascode configuration (only NMOS transistors)
VDDA
GND
Vin
GND
VDDA
Vout
Vcascode
power_on
Typical gain: 4-6
Switches for switched-power operation
Cascode transistor to reduce the Miller effect that is present in a common-source configuration: Cin = Cgs + Cgd(1+G)
Lower input capacitance higher charge-to-voltage conversion factor
Typical biasing voltage: ~0.7 V 1mg
2
1
m
m
g
gG
2mg
Typical power consumption (3.3 V)P=20 μW
(0.35 μm CMOS process)
Michal Szelezniak - PhD thesis defense - 25 February 2008
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Optimization of pixel design
vbiasbiasingdiode
chargecollectingdiode
vbias
gain gain
a b
out out
Typical connection AC-coupling
Compact layout implementation of AC coupling
Improves CCE (5%) Degrades ENC (25%)
DC coupling gives better ENC performance
Michal Szelezniak - PhD thesis defense - 25 February 2008
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Investigated in-pixel amplifiers
E.g. memory discharge time:
MOSFET capacitor 7μm x 7μm (200 fF)
5s/div and 200 mV/div
Pixel with 2 internal memories
VDDA
GND
Vin
GND
VDDA
Vout
Vcascode
power_on
VDDA
power_on
VDDA
GND
Vin
GND
VDDA
Vout
Vcascode
power_on
Design gain = 8
Measured gain < 4.5
ENC = 20 e-
Design gain = 9
Measured gain < 5
ENC = 18 e-
Basic Design gain = 5
Measured gain = 4
ENC = 12 e-
Promising structure for on-chip CDS processing
Michal Szelezniak - PhD thesis defense - 25 February 2008
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Noisy prototype (ENC 50-60 e-) due to large noise bandwidth
Coupling of digital signals to memory nodes during sensor operation prevented the use of the integrated CDS
MAPS operated in current mode
PhotoFET cell – collected charge modulates current in the PMOS transistor
Early prototypes: single cell ENC ~ 5e-
Tested in pixel array configuration Two in-pixel current memory cells
Signal distribution from one pixel
Michal Szelezniak - PhD thesis defense - 25 February 2008
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CDS in current modeTwo CDS performing circuits validated (in discrete implementation)
–Capacitance arithmetic (integrator + amplifier)–Subtraction on an operational amplifier (two integrators + amplifier)
PhotoFET – interesting concept and promising results
BUT
Not ready to provide a reliable solution for a vertex detector
Simpler subtraction – faster operation
More amplifiers – higher power consumption
More compact architecture
Lower power consumption
Michal Szelezniak - PhD thesis defense - 25 February 2008
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Increased tolerance to ionizing radiation
standard diode layoutstandard diode layout
thin-oxide diode layoutthin-oxide diode layout
Shot Noise Contribution @ 30°C Shot Noise Contribution @ 30°C
and @4 ms integration timeand @4 ms integration timeENCENCshotshot = 39 electrons = 39 electrons
ENCENCshotshot = 12 electrons = 12 electrons
n+n+p+ n+p-well
depleted region
p++ substrate
passivation
oxide
p-epi
n-well
FOXFOXFOX
n+n+p+p-well
depleted region
p++ substrate
passivationoxide
p-epi
n-well
FOX FOX n+
gnd gnd
n+
Michal Szelezniak - PhD thesis defense - 25 February 2008
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The new vertex detector for the STAR experiment Development of Monolithic Active Pixel Sensors
(MAPS) at IPHC MAPS prototype for PIXEL detector
– Tests and study of performance as a function of ionizing radiation dose
– Tests and study of sensor’s susceptibility to latch up
3-sensor telescope system with prototype readout for PIXEL detector
Future development plans Summary and Conclusions
Development of pixel detectors with integrated signal processing for the Vertex Detector in the
STAR experiment at the RHIC collider
Michal Szelezniak - PhD thesis defense - 25 February 2008
1919
On-chip data processing and complementary RDO
2011
Install final detector
2010
Install 3-module demonstrator (based on Phase1)
First prototypes in hand and tested
Correlated Double Sampling (CDS)= subtraction of two consecutive signal samplesreduces low frequency noiseextracts signal accumulated during integration time
Data sparsification reduction of the amount of data transferred, typically through zero-suppression
Few years back it was planned to built a demonstrator detector based on sensors with 4 ms integration time.
Pixel
Sensors CDS
ADC Data
sparsification
readout
to DAQ
analogsignals
Phase-1 sensors 640 μs integration time
Complementary detector readout
MimoSTAR sensors 4 ms integration time
Ultimate sensors < 200 μs integration time
analog
digital digital signals
Disc.
CDS
Michal Szelezniak - PhD thesis defense - 25 February 2008
2020
MAPS Prototype for STAR
MimoSTAR2:
*Joint Test Action Group (JTAG) is the IEEE 1149.1 standard entitled Standard Test Access Port and Boundary-Scan Architecture
Analog readout
Radiation tolerant diode design
JTAG* controlled configuration
Michal Szelezniak - PhD thesis defense - 25 February 2008
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MimoSTAR2 performance – ionizing radiation 60Co
Significant improvement in resistance to ionizing radiation
Satisfies initial PIXEL detector requirements
55Fe signal collected in central pixels Degradation of noise performance
Peak corresponds to the full charge collection (1640 e-)
Michal Szelezniak - PhD thesis defense - 25 February 2008
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MimoSTAR2 performance – latch upSetup at the Tandem Van der Graff accelerator facility at BNL
No latch ups observed up to energies equivalent to 6000 MIPs
Parasitic thyristor
Michal Szelezniak - PhD thesis defense - 25 February 2008
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MimoSTAR2 performance – beam tests
particletrack
DeviceUnderTest
reference planes(strip detectors)
reference planes(strip detectors)
scintilatorscintilator
Standard setup for tests with minimum ionizing particles
(5 GeV e-
@ DESY)
detection efficiency > 99.8 % when S/N >12
Analysis by Auguste Besson, IPHC
STD 0.8 ms
STD 4.0 ms
RAD 0.8 ms
RAD 4.0 ms
STD 0.8 ms
STD 4.0 ms
RAD 0.8 ms
RAD 4.0 ms
Michal Szelezniak - PhD thesis defense - 25 February 2008
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The new vertex detector for the STAR experiment Development of Monolithic Active Pixel Sensors
(MAPS) at IPHC MAPS prototype for PIXEL detector 3-sensor telescope system with prototype readout
for PIXEL detector – Construction and tests of the telescope head– FPAG and software programming for JTAG communication– Study of efficiency of the proposed hit finding algorithm– Laboratory calibrations, ALS test and sensors alignment,
tests in the STAR environment
Future development plans Summary and Conclusions
Development of pixel detectors with integrated signal processing for the Vertex Detector in the
STAR experiment at the RHIC collider
Michal Szelezniak - PhD thesis defense - 25 February 2008
2525
Motivation for the 3-sensor telescope
The telescope is a small prototype and contains all elements easily scalable to meet the requirements of the PIXEL
Test functionality of a prototype MIMOSTAR2 detector in the environment at STAR 2006-2007:
– Charged particle environment near the interaction region in STAR.– The noise environment in the area in which we expect to put the final
PIXEL.– Performance of the MIMOSTAR2 sensors.– Performance of our hit finding algorithm.– Performance of our hardware / firmware as a system.– Functionality of our tested interfaces to the other STAR subsystems.
Michal Szelezniak - PhD thesis defense - 25 February 2008
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Implementation of the 3-sensor telescope
MIMOSTAR
2
MIMOSTAR
2
MIMOSTAR
2
Motherboard
Analog signalsClock & controlJTAGLU prot. Power
Analog signalsClock & controlCluster FIFOHot Pixel MapMemory Access(for full frame)Trigger infoPower
Stratix
Daughtercard
Trigger, Clockfrom MWPC
Powerfrom MWPC
JTAGx3 for MIMOSTARx1 for daughtercard
Latch upmonitor and reset
powerDDL to Linux PC
serial / ip connection
JTAG
Trigger, ClockCluster FIFOBusy to trigger
PC(WIN)
control conectionto PC in DAQ room
STRATIX
DAUGHTER CARD
RORC SIU
MimoStar2 chips on kapton cables
MOTHERBOARD
Acquisition Server (Linux)
Control PC (Win)
Michal Szelezniak - PhD thesis defense - 25 February 2008
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Zero suppression through on-the-fly hit finding
8-bit post-CDSdata50 MHz datastream.
18pixel addresscounter
Cluster Finding Saving Address Only
Cluster sensor operateson these 9 pixels
Enable
ToEventBuilder
columnn
columnn-1
columnn+1
row nrow n-1 row n+1
highthresh.
shift register length = 1 column
Hits are recognized when:1. signal in the central pixel exceeds high threshold2. and any one of the neighboring 8 pixels exceeds
low threshold.
Efficiency and accidental rates are comparable to the traditional ADC sum method.
Functionally equivalent to a raster scan
Checks 9 pixel window at each clock cycle
Only pixel addresses are saved
Michal Szelezniak - PhD thesis defense - 25 February 2008
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Cluster Finder Efficiency
Sum method Two Threshold FPGA method
Cut on the central pixel goes from 14 to 8 ADC counts (left to right) every 1 ADC = 7.1 e-
Detection efficiency >99% and accidental hit rate <10-4 achievable for a range of settings
Expected close to 3 orders of magnitude data rate reduction for a 4 ms PIXEL detector
Michal Szelezniak - PhD thesis defense - 25 February 2008
2929
MimoSTAR2 Telescope test at the ALS1.2 GeV electrons at the ALS Booster Test Facility
Due to not decoupled DAC pads on the sensor, our noise level was double the value achieved under normal conditions.
Decoupled 11-15 e-
Not decoupled 30-35 e-
@ 30º C
MPV = 49 (Standard) and 43 (Radtol) ADC counts at ~230 electrons
Sensors aligned based on straight tracks reconstructed in all 3 planes
Scan of threshold levels to calibrate the system for the next stage of tests in the STAR environment
• High cut 25 ADC• Low cut 14 ADC
Michal Szelezniak - PhD thesis defense - 25 February 2008
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The interraction point is ~2 m away
MimoSTAR2 Telescope test at STAR
Telescope head 145 cm from interaction point 5 cm below beam pipe.
Magnet Pole Tip
Electronics BoxBeam Pipesignals originating at the collision point Background tracks
parallel to the beam
(magnified)
theoretical projection of the beam diamond
Increased width from multiple Coulomb scattering in the beam pipe
No environmentally induced noise observed Operation in magnetic field of 0.5 T Average RHIC luminosity 8×1026 cm-2s-1
On average 25 clusters per cm2 per frame (1.7 ms)
Operation of the complete system was validated
Analysis by Xiangming Sun, LBL
View of TPC end cap
(Run 200 GeV Au-Au)
Michal Szelezniak - PhD thesis defense - 25 February 2008
3131
The new vertex detector for the STAR experiment Development of Monolithic Active Pixel Sensors
(MAPS) at IPHC MAPS prototype for PIXEL detector 3-sensor telescope system with prototype readout
for PIXEL detector Future development plans Summary and Conclusions
Development of pixel detectors with integrated signal processing for the Vertex Detector in the
STAR experiment at the RHIC collider
Michal Szelezniak - PhD thesis defense - 25 February 2008
3232
What will a pixel for the PIXEL look like?
The simplest pixel Sequential pixel readout
In-pixel amplifier In-pixel CDS Column parallel readout On-chip discriminators
MAPS developed for STAR started with a very simple pixel architecture
Currently, the most promising architecture developed by IPHC and CEA-Saclay
There is always room for improvements
… and we still have a little bit of time
Meets PIXEL requirements
Mimosa 16
Michal Szelezniak - PhD thesis defense - 25 February 2008
3333
Final detector system
2011
Install final detector
2010
Install 3-module demonstrator (based on Phase1)
Under development +
Currently in the testing phase
Pixel
SensorsCDS Disc.
Data
sparsification
readout
to DAQ
analogsignals
Phase-1 sensors – 640 μs integration time
Ultimate sensors – <200 μs integration time
digitalsignals
Pixel
Michal Szelezniak - PhD thesis defense - 25 February 2008
3434
The new vertex detector for the STAR experiment Development of Monolithic Active Pixel Sensors
(MAPS) at IPHC MAPS prototype for PIXEL detector 3-sensor telescope system with prototype readout
for PIXEL detector Future development plans Summary and Conclusions
Development of pixel detectors with integrated signal processing for the Vertex Detector in the
STAR experiment at the RHIC collider
Michal Szelezniak - PhD thesis defense - 25 February 2008
3535
Summary and Conclusions
MAPS development is keeping pace with requirements for STAR– Development of pixels for on chip CDS processing
(in-pixel amplifiers, on chip CDS, alternative current mode)
MimoSTAR2 prototype was a necessary precursor to the final STAR PIXEL sensor
– Validation of the technology based on the first prototypes– Development and testing of the PIXEL detector readout system
The existing sensor architecture with column parallel readout should satisfy PIXEL detector requirements
IPHC-LBL development plan leads us to achieving the design goals in the next few years (2010 – detector demonstrator, 2011 final installation)
PIXEL detector is going to be the first vertex detector built with MAPS technology – significant impact on the HEP field
Michal Szelezniak - PhD thesis defense - 25 February 2008
3636
Thank you for your attention
Michal Szelezniak - PhD thesis defense - 25 February 2008
3737
Backup Slides
Michal Szelezniak - PhD thesis defense - 25 February 2008
3838
Introduction to the STAR experiment
Penetrating probes (created early in a collision) are sensitive to the evolution of the medium– Particles with very high transverse momentum– Heavy particles containing charm or bottom quarks
Some of the observed physics:
To study next:– Production of heavy quarks– Elliptic flow of heavy quarks
x
zFlow
Suppression of the side-away jets
source source
Michal Szelezniak - PhD thesis defense - 25 February 2008
3939
Penetrating probes (created early in a collision) are sensitive to the evolution of the medium
– Particles with very high transverse momentum– Heavy particles containing charm or bottom quarks
To study next:– Charm flow to test thermalization of light quarks at RHIC– Charm energy loss to test pQCD in a hot and dense medium at RHIC
Selected result: spectra of heavy quarks
QGP in heavy-ion collisions
The corresponding heavy flavor decayed electron spectra are shown as black curves.
Single electron/positron spectra from semileptonic decays are not sufficient.
S. Batsouli et al. Phys. Lett. B557, 26 (2003)
Michal Szelezniak - PhD thesis defense - 25 February 2008
4040
D0 reconstruction
(from HFT proposal)
The D0 signal, after topological cuts, is shown by the solid black circles.
The original spectrum, before software cuts, is shown by the line of open circles.
Michal Szelezniak - PhD thesis defense - 25 February 2008
4141
STAR pointing resolution
Pointing resolution of the TPC alone
Pointing resolution at the vertex by the TPC+SSD+IST+PIXEL detectors
Michal Szelezniak - PhD thesis defense - 25 February 2008
4242
PIXEL development plan
Original plan (2006)
New plan (2007)
06 2011
Install final detector
binary readout
640 μs integration time
08 2007
Wafers of full-reticule MimoSTAR4
08 2008
Install 4ms detector (based on MimoSTAR4)
analog readout
4 ms integration time
06 2011
Install final detector
binary readout
On-chip zero suppression
200 μs integration time
03 2008
Submit Phase1 for fabrication
08 2010
Install 3-module demonstrator (based on Phase1)
binary readout
640 μs integration time
binary readout
640 μs integration time
Michal Szelezniak - PhD thesis defense - 25 February 2008
4343
MimoSTAR2 Telescope test at the ALS
Merged cluster data – typically 2-3 hits per cluster. Increased noise in sensors results in reduced performance.
Electronic noise background
Michal Szelezniak - PhD thesis defense - 25 February 2008
4444
PIXEL Data Rates for a 4ms detector
Rate @ R1 (2.5 cm) = 52.9 / cm2
Rate @ R2 (8 cm) = 7.3 / cm2 (at L = 1027 cm-2s-1) Average event size = 168 kB * Data Rate = 168 MB/s at 1 kHz * On average 2.5 pixels per cluster
MIMOSTARSensors
50.7 GB/s
ADCsADCs
ADCs
AnalogSignals
CDS
38 GB/sDAQ EVENTBUILDER
114 MB/secHit
Finder+ address
63 GB/s 42 GB/s 168 MB/s
*Bit rate without any overhead
Michal Szelezniak - PhD thesis defense - 25 February 2008
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PIXEL ladder
Michal Szelezniak - PhD thesis defense - 25 February 2008
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Telescope results
RDO system with on-the-fly data sparsification implemented and functional for Mimostar2 sensors.
Prototype system fully functional and characterized.
Fully functioning interfaces between the prototype system and STAR detector infrastructure.
Completed measurements of detector environment at STAR.
Michal Szelezniak - PhD thesis defense - 25 February 2008
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Fast, column-parallel architecture
VREF1 PWR_ON
MOSCAP
RESET
VREF2 VDD
PWR_ON
VR1
VR2
READ
CALIB
ISF
PIXEL
COLUMN CIRCUITRY
OFFSET COMPENSATED COMPARATOR
(COLUMN LEVEL CDS)
SOURCEFOLLOWER
latch
Q
Q_
READ
READ
+
+
+
+
+ +
-
- -
-
LATCH
CALIB
READ
PWR_ON
RESET
READ
CALIB
LATCH
CDS at column level (reduces Fixed Pattern Noise below temporal noise)
122 , inrefCsfrefCALIB VVVVVV
)( 122
122
2
ininsfref
inrefsfin
sfCinREAD
VVVV
VVVV
VVVV
VREAD,CALIB
VCVin1,2
12122
2_ 1 offRREADoffREADS VVVAV
A
AV
READSoffoffRCALIBout VVVVVAAV _21112
1212 RRREADCALIBout VVVVAAV
VS_READ
A1 Voff1 A2, Voff2
Developed in IPHC - DAPNIA collaboration
Michal Szelezniak - PhD thesis defense - 25 February 2008
4848
Next generation of prototypes
Radiation tolerant diode design
Column parallel readout with on-chip discriminators
Binary readout
JTAG controlled configuration
On-chip zero suppression (currently at prototyping stage)
Michal Szelezniak - PhD thesis defense - 25 February 2008
4949
Summary and Conclusions An architecture of the MAPS sensor that should comply with the final
PIXEL detector requirements exists and provides very promising initial results
The on-going development of pixel architectures and in particular in-pixel amplifiers has a potential of further improving the established performance
Readout architecture for the PIXEL detector has been prototyped and validated
– Reading out sensors with binary output will require adjustments w.r.t. the existing solution (fast LVDS readout)
– Detector dead-time is primarily limited by the number of externally allocated readout buffers
The next mile-stone for MAPS and PIXEL development will integrate the new full-size (640×640 pixels) sensor prototype (Phase-1 under development), prototype mechanical support and new readout system for fast binary sensor readout
Michal Szelezniak - PhD thesis defense - 25 February 2008
5050
The new vertex detector for the STAR experiment– Introduction to the STAR experiment– HFT: new vertex detector for STAR– PIXEL detector
Development of Monolithic Active Pixel Sensors (MAPS) at IPHC
MAPS prototype for PIXEL detector 3-sensor telescope system with prototype readout
for PIXEL detector Future development plans Summary and Conclusions
Development of pixel detectors with integrated signal processing for the Vertex Detector in the
STAR experiment at the RHIC collider