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Title Bayesian multiple target tracking / Lawrence D. Stone [and three others].

Publication Info. Boston [Massachusetts] ; London [England] : Artech House, 2014.


Location Call No. OPAC Message Status
 Axe Books 24x7 Engineering E-Book  Electronic Book    ---  Available
Edition Second edition.
Description 1 online resource (315 pages) : illustrations.
text txt rdacontent
computer c rdamedia
online resource cr rdacarrier
Series Artech House Radar Series
Artech House radar library.
Bibliography Includes bibliographical references at the end of each chapters and index.
Note Print version record.
Summary This book views multiple target tracking as a Bayesian inference problem. Within this framework it develops the theory of single target tracking, multiple target tracking, and likelihood ratio detection and tracking. In addition to providing a detailed description of a basic particle filter that implements the Bayesian single target recursion, this resource provides numerous examples that involve the use of particle filters. With these examples illustrating the developed concepts, algorithms, and approaches -- the book helps radar engineers develop tracking solutions when observations are non-linear functions of target state, when the target state distributions or measurement error distributions are not Gaussian, in low data rate and low signal to noise ratio situations, and when notions of contact and association are merged or unresolved among more than one target. -- Edited summary from book.
Subject Tracking radar -- Mathematics.
Bayesian statistical decision theory.
Bayesian statistical decision theory. (OCoLC)fst00829019
Tracking radar -- Mathematics. (OCoLC)fst01153666
Genre/Form Electronic books.
Electronic book.
Added Author Stone, Lawrence D., 1942- author.
Other Form: Print version: Bayesian multiple target tracking 9781608075546
ISBN 9781608075546 (electronic bk.)
1608075540 (electronic bk.)
9781608075539 (hbk.)
1608075532 (hbk.)
Standard No. AU@ 000062392468
DEBSZ 493169512

Available items only