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Carte 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
Limbă: engleză
Legare: Carte broșată
Editura: Springer Verlag, Singapore
Disponibilitate: În depozitul extern
Expediem în 8-11 zile
432.31 lei
This book offers a detailed description of the histogram probabilistic multi-hypothesis tracker (H-P...

Informații despre carte

Autor
Samuel J. Davey, Han X. Gaetjens
Limbă
engleză
Legare
Carte - Carte broșată
Publicat
2018
Pagini
352
EAN
9789811339714
ISBN
9789811339714
Enbook ID
22454603
Editura
Springer Verlag, Singapore
Greutate
575
Dimensiuni
155 x 235 x 21

Descriere completă

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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