Track-Before-Detect Using Expectation Maximisation von Samuel J. Davey | The Histogram Probabilistic Multi-hypothesis Tracker: Theory and Applications | ISBN 9789811339714

Track-Before-Detect Using Expectation Maximisation

The Histogram Probabilistic Multi-hypothesis Tracker: Theory and Applications

von Samuel J. Davey und Han X. Gaetjens
Mitwirkende
Autor / AutorinSamuel J. Davey
Autor / AutorinHan X. Gaetjens
Buchcover Track-Before-Detect Using Expectation Maximisation | Samuel J. Davey | EAN 9789811339714 | ISBN 981-13-3971-6 | ISBN 978-981-13-3971-4

Track-Before-Detect Using Expectation Maximisation

The Histogram Probabilistic Multi-hypothesis Tracker: Theory and Applications

von Samuel J. Davey und Han X. Gaetjens
Mitwirkende
Autor / AutorinSamuel J. Davey
Autor / AutorinHan X. Gaetjens

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.