Track-Before-Detect Using Expectation Maximisation

The Histogram Probabilistic Multi-hypothesis Tracker: Theory and Applications

von Samuel J. Davey, Han X. Gaetjens

352 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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. 

• Reihe: Signals and Communication Technology
• Themen: Technologie, Ingenieurswissenschaft, Landwirtschaft, Industrieprozesse Elektronik, Nachrichtentechnik Elektronik
• ISBN: 9789811339714
• Sprache: Englisch
• Erscheinungsdatum: 16.12.2018
• Größe: 23.5 x 15.5 cm
• Verlag: Springer Singapore