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Avtomat. i Telemekh., 2012, Issue 6, Pages 52–72 (Mi at3813)  

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.

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English version:
Automation and Remote Control, 2012, 73:6, 976–991

Bibliographic databases:

Presented by the member of Editorial Board: Е. Я. Рубинович

Received: 07.04.2011

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

Citation in format AMSBIB
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\by M.~E.~Shaikin
\paper Applying random stream theory to the group target detection problem
\jour Avtomat. i Telemekh.
\yr 2012
\issue 6
\pages 52--72
\mathnet{http://mi.mathnet.ru/at3813}
\transl
\jour Autom. Remote Control
\yr 2012
\vol 73
\issue 6
\pages 976--991
\crossref{https://doi.org/10.1134/S0005117912060045}
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\scopus{http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-84864554728}


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    Citing articles on Google Scholar: Russian citations, English citations
    Related articles on Google Scholar: Russian articles, English articles

    This publication is cited in the following articles:
    1. M. E. Shaikin, “K zadache skrytnosti podvizhnogo ob'ekta na periferii zony ego kontakta s obnaruzhitelem”, Probl. upravl., 5 (2013), 66–78  mathnet
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