24–28 Jun 2018
Sundsvall
Europe/Zurich timezone

Pattern Recognition Algorithm for Charge Sharing Compensation in Single Photon Counting Pixel Detectors

26 Jun 2018, 16:00
1h
Quality Hotel, Folkets Hus (Sundsvall)

Quality Hotel, Folkets Hus

Sundsvall

Esplanaden 29 Sundsvall, Sweden

Speaker

Dr Piotr Otfinowski (AGH University of Science and Technology)

Description

Thanks to the detector technology development based on high Z materials (GaAs, CdTe, CZT, etc.), the hybrid pixel detectors with direct photon–to–charge conversion become more and more popular, even in medical applications. Single photon counting systems aim at good position resolution and operation with high X-ray flux, so making a pixel size smaller is a general tendency in such systems. However for the detector pitch of about 100 m and smaller the effect of charge division is present in about 20-30% cases of all incoming photons, while for the smaller pixel size this effect is even more pronounced. In this presentation we analyze different algorithms implemented in integrated circuits of a pixel architecture and we propose a new algorithm to eliminate the effect of charge sharing called Multithreshold Pattern Recognition algorithm (see Fig. 1). The algorithm is extensively tested for X-ray energy range 20-160 keV and finally implemented in the design of readout chip with pixel pitch of 100 m in CMOS 130 nm process. Operation at four different energy threshold allows a photon counting in selected energy windows and fast hit allocation.

Fig. 1. Three approaches examples of choosing a proper energy threshold for hit allocation.

This work has been supported by the National Science Center, Poland under Contract No. UMO-2016/21/B/ST7/02228.

[1] R. Ballabriga, et al., "The Medipix3RX: a high resolution, zero dead-time pixel detector readout chip allowing spectroscopic imaging", 2013 JINST, 8, C022016, pp 1-15.
[2] A. Krzyzanowska, G. W. Deptuch, P. Maj, P. Grybos, and R. Szczygiel, “Characterization of the Photon Counting CHASE Jr., Chip Built in a 40-nm CMOS Process with a Charge Sharing Correction Algorithm Using a Collimated X-Ray Beam,” IEEE Trans. Nucl. Sci., vol. 64, no. 9, 2017.
[3] P. Otfinowski et al., “Asynchronous Approximation of a Center of Gravity for Pixel Detectors' Readout Circuits,” IEEE Journal of Solid State Circuits, in print.

Primary authors

Dr Piotr Otfinowski (AGH University of Science and Technology) Mrs Aleksandra Krzyżanowska (AGH University of Science and Technology) Prof. Paweł Gryboś (AGH University of Science and Technology) Dr Robert Szczygieł (AGH University of Science and Technology)

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