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Track-Before-Detect Using Expectation Maximisation

The Histogram Probabilistic Multi-hypothesis Tracker: Theory and Applications

Language EnglishEnglish
Book Paperback
Book Track-Before-Detect Using Expectation Maximisation Samuel J. Davey
Libristo code: 22454603
Publishers Springer Verlag, Singapore, December 2018
This book offers a detailed description of the histogram probabilistic multi-hypothesis tracker (H-P... Full description
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This book offers a detailed description of the histogram probabilistic multi-hypothesis tracker (H-PMHT), providing an accessible and intuitive introduction to the mathematical mechanics of H-PMHT as well as a definitive reference source for the existing literature on the method. Beginning with basic concepts, the authors then move on to address extensions of the method to a broad class of tracking problems. The latter chapters present applications using recorded data from experimental radar, sonar and video sensor systems. The book is supplemented with software that both furthers readers' understanding and acts as a toolkit for those who wish to apply the methods to their own problems.

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About the book

Full name Track-Before-Detect Using Expectation Maximisation
Language English
Binding Book - Paperback
Date of issue 2018
Number of pages 352
EAN 9789811339714
ISBN 9789811339714
Libristo code 22454603
Weight 575
Dimensions 155 x 235 x 21
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