Impact of the fano factor on position and energy estimation in scintillation detectors

Vaibhav Bora, Harrison H Barrett, Abhinav K. Jha, Eric W Clarkson

Research output: Contribution to journalArticle

4 Scopus citations

Abstract

The Fano factor for an integer-valued random variable is defined as the ratio of its variance to its mean. Light from various scintillation crystals have been reported to have Fano factors from sub-Poisson (Fano factor < 1) to super-Poisson (Fano factor >1 ). For a given mean, a smaller Fano factor implies a smaller variance and thus less noise.We investigated if lower noise in the scintillation light will result in better spatial and energy resolutions. The impact of Fano factor on the estimation of position of interaction and energy deposited in simple gamma-camera geometries is estimated by two methods - calculating the Cramér-Rao bound and estimating the variance of a maximum likelihood estimator. The methods are consistent with each other and indicate that when estimating the position of interaction and energy deposited by a gamma-ray photon, the Fano factor of a scintillator does not affect the spatial resolution. A smaller Fano factor results in a better energy resolution.

Original languageEnglish (US)
Article number7027241
Pages (from-to)42-56
Number of pages15
JournalIEEE Transactions on Nuclear Science
Volume62
Issue number1
DOIs
StatePublished - Feb 6 2015

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Keywords

  • Cramér-Rao bound
  • energy estimation
  • energy resolution
  • Fano factor
  • Fisher information matrix
  • maximum-likelihood estimator
  • position estimation
  • scintillators
  • spatial resolution

ASJC Scopus subject areas

  • Nuclear and High Energy Physics
  • Nuclear Energy and Engineering
  • Electrical and Electronic Engineering

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