Title :
Using cumulants and spectra to model nuclear radiation detectors
Author :
Pontes, Eduardo Winston ; Ferreira, Ademar
Author_Institution :
Instituto de Pesquisas Energeticas e Nucl., Sao Paulo, Brazil
fDate :
6/1/2006 12:00:00 AM
Abstract :
A general mathematical methodology is presented to model a nuclear radiation detector. This is accomplished by using a proposed generalization of Campbell´s theorem, which employs nth-order cumulants and spectra analysis and a vector of random parameters to describe the current pulses. This allows a more elaborate, higher order statistical characterization of the radiation detection process, as compared to the usual second order treatment. To demonstrate the method, it is applied to a neutron ionization chamber (fission or 10B). A deterministic model for the chamber current pulses is developed and their probability density functions are used to define the characteristics of the vector of random parameters. Computer simulations of the proposed theoretical methodology are presented and potential applications suggested.
Keywords :
high energy physics instrumentation computing; ionisation chambers; probability; random processes; stochastic processes; Campbell´s theorem; chamber current pulses; computer simulations; deterministic model; higher order statistical characterization; neutron ionization chamber; nth-order cumulants; nuclear radiation detectors; probability density functions; random parameter vector; shot stochastic processes; spectra analysis; Geometry; Gunshot detection systems; Ionization chambers; Mathematical model; Multidimensional systems; Neutrons; Object detection; Radiation detectors; Statistics; Stochastic processes; Campbell´s theorem; cumulants and spectra; neutron ionization chamber; nuclear radiation detectors; shot stochastic processes;
Journal_Title :
Nuclear Science, IEEE Transactions on
DOI :
10.1109/TNS.2006.875200