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Track-Before-Detect Using Expectation Maximisation: The Histogram Probabilistic Multi-hypothesis Tracker: Theory and Applications eBook
$129.00 Original price was: $129.00.$30.00Current price is: $30.00.
By: Samuel J. Davey; Han X. Gaetjens
Publisher: Springer
Print ISBN: 9789811075926, 9811075921
eText ISBN: 9789811075933, 981107593X
Copyright year: 2018
Format: Reflowable
eText ISBN: 9789811075933
SKU: 9789811075933
Category: Trending
Tags: Computers, Intelligence (AI) & Semantics
Print ISBN: 9789811075926
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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