Fisher information analysis of depth-of-interaction estimation in double-sided strip detectors

Esen Salcin, Harrison H Barrett, H. Bradford Barber, Shin'Ichiro Takeda, Shin Watanabe, Tadayuki Takahashi, Lars R Furenlid

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Electron and holes, produced by the absorption of a gamma-ray photon in the depletion region of a semiconductor detector, drift towards their respective electrodes under the influence of the electric field created by a bias potential difference applied between the contacts. Carrier transport has an important impact on the signals observed with compound semiconductors such as CdTe and CdZnTe, as these materials are known to suffer from non-negligible trapping effects. Trapping causes the carrier-induced charge on the anodes and cathodes to become a function of where the electrons and holes are generated via the gamma-ray interaction in the crystal. The mean drift length of the charge carriers, and thus the significance of the effects of trapping, can be at least partially controlled by changing the magnitude of the applied bias voltage. Selection of operating bias voltage can therefore provide us a means to tune the sensitivity to gamma-ray depth-of-interaction (DOI). In very-high-resolution gamma-ray imaging applications, such as preclinical PET and SPECT, estimation of a 3D interaction location inside the detector crystal can be used to minimize parallax error in the imaging system. In this work, we investigate the effect of bias voltage setting on DOI estimates for a semiconductor detector with a double-sided strip geometry. We first examine the statistical properties of the signals and develop expressions for likelihoods for given gamma-ray interaction positions. Trapping effects are modeled as non-stationary spatial point processes. We use Fisher Information to quantify how well (in terms of variance) the measured signals can be used for DOI estimation with different bias-voltage settings. We performed measurements of detector response versus 3D position as a function of applied bias voltage by scanning with highly collimated synchrotron radiation at the Advanced Photon Source at Argonne National Laboratory. Experimental and theoretical results show that the optimum bias setting depends on whether or not the estimated event position will include the depth of interaction. We also found that for this detector geometry, the Fisher Information changes with depth.

Original languageEnglish (US)
Title of host publicationIEEE Nuclear Science Symposium Conference Record
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Print)9781479905348
DOIs
StatePublished - 2013
Event2013 60th IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2013 - Seoul, Korea, Republic of
Duration: Oct 27 2013Nov 2 2013

Other

Other2013 60th IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2013
CountryKorea, Republic of
CitySeoul
Period10/27/1311/2/13

Fingerprint

information analysis
Fisher information
Gamma Rays
strip
Semiconductors
detectors
gamma rays
Electrodes
trapping
Photons
electric potential
interactions
Electrons
Synchrotrons
Selection Bias
Single-Photon Emission-Computed Tomography
parallax
photons
geometry
Radiation

Keywords

  • CdTe
  • CdZnTe
  • DOI
  • Double-sided strip
  • Fisher information
  • Semiconductor detectors

ASJC Scopus subject areas

  • Radiation
  • Nuclear and High Energy Physics
  • Radiology Nuclear Medicine and imaging

Cite this

Salcin, E., Barrett, H. H., Barber, H. B., Takeda, SI., Watanabe, S., Takahashi, T., & Furenlid, L. R. (2013). Fisher information analysis of depth-of-interaction estimation in double-sided strip detectors. In IEEE Nuclear Science Symposium Conference Record [6829823] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/NSSMIC.2013.6829823

Fisher information analysis of depth-of-interaction estimation in double-sided strip detectors. / Salcin, Esen; Barrett, Harrison H; Barber, H. Bradford; Takeda, Shin'Ichiro; Watanabe, Shin; Takahashi, Tadayuki; Furenlid, Lars R.

IEEE Nuclear Science Symposium Conference Record. Institute of Electrical and Electronics Engineers Inc., 2013. 6829823.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Salcin, E, Barrett, HH, Barber, HB, Takeda, SI, Watanabe, S, Takahashi, T & Furenlid, LR 2013, Fisher information analysis of depth-of-interaction estimation in double-sided strip detectors. in IEEE Nuclear Science Symposium Conference Record., 6829823, Institute of Electrical and Electronics Engineers Inc., 2013 60th IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2013, Seoul, Korea, Republic of, 10/27/13. https://doi.org/10.1109/NSSMIC.2013.6829823
Salcin E, Barrett HH, Barber HB, Takeda SI, Watanabe S, Takahashi T et al. Fisher information analysis of depth-of-interaction estimation in double-sided strip detectors. In IEEE Nuclear Science Symposium Conference Record. Institute of Electrical and Electronics Engineers Inc. 2013. 6829823 https://doi.org/10.1109/NSSMIC.2013.6829823
Salcin, Esen ; Barrett, Harrison H ; Barber, H. Bradford ; Takeda, Shin'Ichiro ; Watanabe, Shin ; Takahashi, Tadayuki ; Furenlid, Lars R. / Fisher information analysis of depth-of-interaction estimation in double-sided strip detectors. IEEE Nuclear Science Symposium Conference Record. Institute of Electrical and Electronics Engineers Inc., 2013.
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