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Davey / Gaetjens

Track-Before-Detect Using Expectation Maximisation

The Histogram Probabilistic Multi-hypothesis Tracker: Theory and Applications

Medium: Buch
ISBN: 978-981-13-3971-4
Verlag: Springer
Erscheinungstermin: 16.12.2018
Lieferfrist: bis zu 10 Tage

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. 


Produkteigenschaften


  • Artikelnummer: 9789811339714
  • Medium: Buch
  • ISBN: 978-981-13-3971-4
  • Verlag: Springer
  • Erscheinungstermin: 16.12.2018
  • Sprache(n): Englisch
  • Auflage: Softcover Nachdruck of the original 1. Auflage 2018
  • Serie: Signals and Communication Technology
  • Produktform: Kartoniert, Paperback
  • Gewicht: 569 g
  • Seiten: 352
  • Format (B x H x T): 155 x 235 x 21 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Foreword.- Introduction.- Idealised Track-Before-Detect.- Point Measurement Probabilistic Multi-Hypothesis Tracking.- Histogram ProbabilisticMulti-Hypothesis Tracking.- Implementation Considerations.- Poisson Scattering Field.- Non-linear Non-Gaussian Targets.- Adaptive Appearance Models.- H-PMHT with Attribute Data.- Radar and Sonar Track-Before-Detect.- Tracking in Full Motion Video.- Related Methods.- Summary and Prognostications.