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Track-Before-Detect Using Expectation Maximisation

Name: Track-Before-Detect Using Expectation Maximisation
Brand: Springer Verlag, Singapore
SKU: 22454603
Price: 80.46 EUR
Availability: InStock
Author: Samuel J. Davey
ISBN: 9789811339714

The Histogram Probabilistic Multi-hypothesis Tracker: Theory and Applications

Samuel J. Davey

Han X. Gaetjens

Jazyk

Angličtina

Kniha Brožovaná

Libristo kód: 22454603

Nakladateľstvo Springer Verlag, Singapore, december 2018

This book offers a detailed description of the histogram probabilistic multi-hypothesis tracker (H-P... Celý popis

Libristo kód: 22454603

195 b

80.46 €

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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.