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Track-Before-Detect Using Expectation Maximisation

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Track-Before-Detect Using Expectation Maximisation Synopsis

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.

About This Edition

ISBN: 9789811339714
Publication date:
Author: Samuel J Davey, Han X Gaetjens
Publisher: Springer an imprint of Springer Nature Singapore
Format: Paperback
Pagination: 352 pages
Series: Signals and Communication Technology
Genres: Electronics engineering
Computer vision
Numerical analysis
Digital signal processing (DSP)
Artificial intelligence

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