A stochastic process approach to multilayer neutron detectors

Forskningsoutput: TidskriftsbidragArtikel i vetenskaplig tidskrift

Abstract

The sparsity of the isotope Helium-3, ongoing since 2009, has initiated a new generation of neutron detectors. One particularly promising development line for detectors is the multilayer gaseous detector. In this paper, a stochastic process approach is used to determine the neutron energy from the additional data afforded by the multilayer nature of these novel detectors. The data from a multilayer detector consist of counts of the number of absorbed neutrons along the sequence of the detector's layers, in which the neutron absorption probability is unknown. We study the maximum likelihood estimator for the intensity and absorption probability and show its consistency and asymptotic normality, as the number of incoming neutrons goes to infinity. We combine these results with known results on the relation between the absorption probability and the wavelength to derive an estimator of the wavelength and to show its consistency and asymptotic normality.

Detaljer

Författare
Enheter & grupper
Externa organisationer
  • European Spallation Source ESS AB
Forskningsområden

Ämnesklassifikation (UKÄ) – OBLIGATORISK

  • Sannolikhetsteori och statistik

Nyckelord

Originalspråkengelska
Sidor (från-till)621-635
TidskriftScandinavian Journal of Statistics
Volym46
Utgivningsnummer2
Tidigt onlinedatum2018 dec 21
StatusPublished - 2019
PublikationskategoriForskning
Peer review utfördJa