Title :
Modified phase-only correlator for pileup correction for gamma-ray spectrometry
Author :
Nabavi, Navid ; Bolic, Miodrag
Author_Institution :
Sch. of Electr. Eng. & Comput. Sci. (EECS), Univ. of Ottawa, Ottawa, ON, Canada
Abstract :
A new algorithm for gamma-ray spectrometry is proposed in this paper which is suitable for pileup correction at very high count rates of 4 × 106 pulses/s. Parameters of the overlapped pulses from the detector including both starting time and amplitude are estimated by the proposed algorithm which combines modified phase-only correlator (MPOC) with Kurtosis-based amplified noise suppression (KANS) algorithm and maximum likelihood estimation (MLE) method. Algorithms are further modified to improve performance under low SNRs, because of the critical dependency of MPOC with KANS algorithm on SNR. The algorithms are evaluated on a simulated 60Co spectrum generated at high counting rate. Simulation results show that our algorithms preserve high resolution of energy spectrum at high counting rates.
Keywords :
cobalt; correlators; gamma-ray spectroscopy; maximum likelihood estimation; 60Co; Kurtosis based amplified noise suppression algorithm; amplitude estimation; gamma ray spectrometry; maximum likelihood estimation method; modified phase only correlator; pileup correction; starting time estimation; Detectors; Gamma-rays; Maximum likelihood estimation; Signal processing algorithms; Signal to noise ratio; Spectroscopy; High-count-rate gamma-ray spectrometry; Kurtosis-based amplified noise suppression; NaI(Tl) detector; maximum likelihood estimation (MLE); modified phase-only correlator (MPOC); pileup correction;
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2013 IEEE International
Conference_Location :
Minneapolis, MN
Print_ISBN :
978-1-4673-4621-4
DOI :
10.1109/I2MTC.2013.6555609