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Avtomatika i Telemekhanika, 2012, Issue 6, Pages 52–72
(Mi at3813)
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This article is cited in 1 scientific paper (total in 1 paper)
Stochastic Systems, Queuing Systems
Applying random stream theory to the group target detection problem
M. E. Shaikin Trapeznikov Institute of Control Sciences, Russian Academy of Sciences, Moscow, Russia
Abstract:
The detection problem for a group of moving targets is a generalization of the classical detection problem for a single still target. Synthesis methods for joint detection and phase coordinate measurement for objects in the group are being developed in the theory of random streams of events. In this work, we propose a Poisson approximation for a Bernoullian stream of signals generated by a group target and observed in noises for small signal/noise ratios. Using this approximation, we can significantly simplify optimal detection and parameter estimation for a group target which are hard to implement exactly. Developing suboptimal algorithms is an important problem for a number of technical applications, including, in particular, radioand hydrolocation.
Citation:
M. E. Shaikin, “Applying random stream theory to the group target detection problem”, Avtomat. i Telemekh., 2012, no. 6, 52–72; Autom. Remote Control, 73:6 (2012), 976–991
Linking options:
https://www.mathnet.ru/eng/at3813 https://www.mathnet.ru/eng/at/y2012/i6/p52
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Statistics & downloads: |
Abstract page: | 431 | Full-text PDF : | 104 | References: | 76 | First page: | 20 |
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