Maximum Likelihood Estimation of Neutron Source Location

• Published in: Nuclear technology Vol. 192; no. 2; pp. 172 - 180
• Main Authors: Zhu, Jian-Yu, Dai, Hao-Wei, Xie, Wen-Xiong
• Format: Journal Article
• Language: English
• Published: Taylor & Francis 01.11.2015
• Subjects: Algorithms; Computational efficiency; Computer simulation; Counting; Gain; Mathematical analysis; Neutron sources; Position (location)
• ISSN: 0029-5450; 1943-7471
• DOI: 10.13182/NT14-115

Algorithms for locating the neutron source by neutron time-of-flight (TOF) measurement are established and discussed for monoenergetic and multienergetic neutrons in this paper. For the monoenergetic neutron source, the location of the source could be estimated by locating the position where the variance between the actual TOF and the calculation gains its minimum. For multienergetic neutrons the maximum likelihood (ML) method has been applied to process the time-correlation measurement. The efficiencies of location estimations are studies with simulations. In the simulations, the TOFs are acquired by time-correlation measurement of three neutron detectors surrounding the suspected area of the neutron source. The results indicate that the location of monoenergetic neutron sources could be estimated by the neutron TOF acquired by three detectors, while for multienergetic neutron sources, the likelihood method could be used to locate the most probable location, as well as its possible distribution of location. As the result of large-scale simulation and comparison, the ML estimation method is more effective than traditional methods, especially in conditions of low count rates or low resolution.