Track-Before-Detect Using Expectation Maximisation : The Histogram Probabilistic Multi-hypothesis Tracker: Theory and Applications
Softcover reprint of the original 1st ed. 2018
Book Details
Format
Paperback / Softback
Book Series
Signals and Communication Technology
ISBN-10
9811339716
ISBN-13
9789811339714
Edition
Softcover reprint of the original 1st ed. 2018
Publisher
Springer Verlag, Singapore
Imprint
Springer Verlag, Singapore
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Dec 16th, 2018
Print length
352 Pages
Ksh 12,600.00
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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.
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.
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