high resolution uv, alpha and neutron imaging with the timepix cmos readout

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9th IWoRiD: Erlangen,July 2007, John Vallerga High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout J. Vallerga, J. McPhate, A. Tremsin and O. Siegmund Space Sciences Laboratory University of California, Berkeley

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High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout. J. Vallerga, J. McPhate, A. Tremsin and O. Siegmund Space Sciences Laboratory University of California, Berkeley. Desire for better detector spatial resolution. Optics cannot always solve problem - PowerPoint PPT Presentation

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Page 1: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

J. Vallerga, J. McPhate, A. Tremsin and O. Siegmund

Space Sciences Laboratory

University of California, Berkeley

Page 2: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Desire for better detector spatial resolution

• Optics cannot always solve problem

– Limits on physical size of detector is often fixed e.g. Space-based imaging (mass, optical focal

length)– Projection length where optics don’t work

• Make pixels smaller rather than detector bigger

• Ultimate limit is size of interaction region of radiation of interest

Page 3: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Imaging, Microchannel Plate Detectors

Charge distribution on stripsCharge CloudMCP stackTube Window withphotocathodeγ

Photocathode converts photon to electron

MCP(s) amplify electron by 104 to 108

Rear field accelerates electrons to anode

Patterned anode measures charge centroid

MCP neutronelectron alpha

Page 4: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Medipix/Timepix ASIC readout

• 256 x 256 array of 55 µm pixels

• 100 kHz/pxl

• Frame rate: 1 kHz

• Low noise (<100e-) = low gain operation (10 ke-)

• ~1 W watt/chip, abuttable

• Developed at CERN

Page 5: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

“Time over Threshold” = ADC

Clock

Thresh.

Page 6: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Timepix version of Medipix

Amplitude rather than counts using “time over threshold’ technique

If charge clouds are large, can determine centroid to sub-pixel accuracy

Tradeoff is count rate as event collisions in frame can destroy centroid information

Single UV photon events

Page 7: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Centroiding AlgorithmFor each Frame

Find local event peaks in 3x3 “boxcar” smoothed image

For each event Calculate simple 5x5 “center of gravity” Threshold on event sum and size Apply distortion correction Histogram centroids into high resolution 2D image

Page 8: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Original Medipix mode readout

256 x 256

(14 mm)

UV image limited by 55 m pixel

Page 9: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Zoomed UV image of pattern in Medipix mode

Pattern 3-2 (= 9 lp/mm) barely resolved

Page 10: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Timepix centroided mode

Factor of 8 improved resolution!

256 x 256 converted to 8192x8192 pixels (1.7µm pixels)

Page 11: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Current Implementation

• Installed as a plugin in Pixelman software

• Designed to be computationally fast for later use in FPGA at kHz frame rates

• 30-60 events per frame

• Muros board at ~20 frames/sec

• 50k to 200k frames into 1 image (4096x4096, 1.7µm pixels)

Page 12: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Zoomed

5-6 pattern resolved = 57 lp/mmLinewidth = 8.8 µm

5-6

The MCP pore spacing of 8µm limits further improvement

Page 13: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

MCP pores (10 on 12 micron)

For better resolution see R. Bellazzini’s poster 11.16

Page 14: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Sub-pixel distortion

• There is a well understood distortion in the calculated centroid vs. the true centroid due to windowed sampling– Function of distribution size and sampling

parameters – “Pulls” events towards center of 55 µm pixel– Distortion repeats for every pixel

• If event sizes are uniform, it can be corrected by a histogram equalization technique and applied as a simple look-up table

Page 15: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Modeled distortion for Gaussian

4x4 COG non-linearity for Gaussian input

-1

-0.5

0

0.5

1

-1 -0.5 0 0.5 1

Centroid true position

Calculated position(center of gravity )

Sigma = 0.4Sigma = 0.8Sigma = 1.2

Page 16: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Distortion (cont.)

0

50

100

150

200

250

300

1 37 73 109 145 181 217 253 289 325 361 397 433 469 505

X-AxisY-Axis

Distribution of sub-pixel locations across

a single pixel

Use a histogram equalization technique

to redistribute events uniformly across

pixel

Page 17: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Distortion corrected

0

10000

20000

30000

40000

50000

60000

70000

1 38 75 112 149 186 223 260 297 334 371 408 445 482

Series1Series2

Distribution of corrected sub-pixel

locations across a single pixel

Page 18: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

High resolution particle imaging

• This technique can improve particle imaging as long as the initial interaction length is smaller than a pixel and there is a mechanism to spread the collected charge to many pixels

– Neutrons in 10B or Gd MCPs– Alphas in Si or MCPs– Electrons (< 50 keV?) in MCPs– Soft x-rays in MCPs (< 10 keV?)

Page 19: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Neutron MCPs (10B or Gd doped)

Absorption of Neutron

Secondary(s) reach surface of pore

Emission of photoelectron

Electron gain above electronic threshold

Similar to UV resolution

Page 20: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Portable MCP vacuum housing

Page 21: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Neutron detected with 10B doped MCP

McClellan nuclear rad. facility

Thermal neutrons

Very high gamma bkgd.

Laser drilled Gd. mask

Page 22: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Zoom - Neutron events

Holes approx. 60 microns

Page 23: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Zoom - UV through same mask

Page 24: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Best resolution of neutrons

0

0 . 5

1

1 . 5

2

2 . 5

3

0 5 0 1 0 0 1 5 0 2 0 0 2 5 0 3 0 0

X (

m )

Counts

N e u t r o n s + G a m m a

U V p h o t o n s

G a m m a r a y

b a c k g r o u n d

3 5

m F W H M

Page 25: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Alpha imaging using Timepix/Si

Ni mask

Si

Diffuse 241Am

Page 26: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Centroiding large events with Silicon/Timepix

241Am Alphas (5MeV) through 10m holes on 500m centers

< 18 micron FWHM

Page 27: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Future work

• Integrate centroiding into PRIAM board (ESRF Grenoble) to get kHz framerates - factor of 50!

• Collision detection algorithm to reject miss-analyzed events

• Correct for pixel to pixel gain variations in TOT mode (necessary?)

• Optimize charge cloud size for resolution vs. rate

Page 28: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Summary

• Timepix TOT mode allows us to improve spatial resolution of MCP readout by order of magnitude

• Very robust to variations of Timepix settings, non-linearities, and non-uniformities

• Global ct. rate limited by event collision avoidance.– Counts/frame x Frames/sec ~ 200 kHz– Local rate < 10% of frame rate. ~ 100 Hz

• Excellent for photon-starved astronomical applications (UV to x-ray)

• Biological Imaging? Neutron imaging? Electron imaging?

Page 29: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

Acknowledgements

This work was funded by an AODP grant managed by NOAO and funded by the NSF

The boron sensitive MCPs were loaned to us by Bruce Feller at Nova Scientific (Sturbridge Mass.)

We would also like to thank the Medipix2 Collaboration

Page 30: High resolution UV, Alpha and Neutron Imaging with the Timepix CMOS readout

9th IWoRiD: Erlangen,July 2007, John Vallerga

X-ray QE of CsI photocathode