Statistical Inference for Stochastic Processes, volume 25, issue 1, pages 61-82
Estimation of the position and time of emission of a source
O V Chernoyarov
1, 2, 3
,
S Dachian
3, 4
,
C Farinetto
5
,
Yu A Kutoyants
1, 3
5
Le Mans University, Le Mans, France
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Publication type: Journal Article
Publication date: 2021-11-10
scimago Q3
SJR: 0.363
CiteScore: 1.3
Impact factor: 0.7
ISSN: 13870874, 15729311
Statistics and Probability
Abstract
We consider the problem of the estimation of the position on the plane and of the moment of beginning of emission of a source by observations from K detectors on the plane. We propose the conditions of regularity and identifiability, which allow us to use two general theorems by Ibragimov and Khasminskii and to describe the asymptotic behavior of the maximum likelihood and Bayes estimators. Then we propose the construction of a linear estimator of unknown parameters and study its properties in slightly more general situation. Special attention is payed to condition of identifiability.
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