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Kniha Track-Before-Detect Using Expectation Maximisation Samuel J. Davey

Track-Before-Detect Using Expectation Maximisation

The Histogram Probabilistic Multi-hypothesis Tracker: Theory and Applications

Autor: Samuel J. Davey, Han X. Gaetjens
Jazyk: Angličtina
Vazba: Brožovaná
Vydavatel: Springer Verlag, Singapore
Dostupnost: Skladem u dodavatele
Odesíláme za 8-11 dnů
1 788 Kč
This book offers a detailed description of the histogram probabilistic multi-hypothesis tracker (H-P...

Informace o knize

Autor
Samuel J. Davey, Han X. Gaetjens
Jazyk
Angličtina
Vazba
Kniha - Brožovaná
Vydáno
2018
Stránek
352
EAN
9789811339714
ISBN
9789811339714
Enbook ID
22454603
Vydavatel
Springer Verlag, Singapore
Hmotnost
575
Rozměry
155 x 235 x 21

Kompletní popis

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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