Bayesian Multiple Target Tracking

Language: English

Published by Artech House Publishers, US, 2014

1608075532 / 9781608075539

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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 track when observations are nonlinear functions of target site, 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.

Seller Inventory # LU-9781608075539

Title
Bayesian Multiple Target Tracking
Author
Lawrence D. Stone, Roy L. Streit, Thomas L. Corwin
Publisher
Artech House Publishers, US
Publication year
2014
Condition
New
Binding
Hardback
Language
English
ISBN 10
1608075532
ISBN 13
9781608075539
Edition
2nd Edition

Rarewaves.com USA

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