Track-Before-Detect Using Expectation Maximisation: The Histogram Probabilistic Multi-hypothesis Tracker: Theory and Applications Hardback - 2018
by Davey, Samuel J. (Author)/ Gaetjens, Han X. (Author)
- New
- Hardback
Standard delivery: 7 to 14 days
Details
- Title Track-Before-Detect Using Expectation Maximisation: The Histogram Probabilistic Multi-hypothesis Tracker: Theory and Applications
- Author Davey, Samuel J. (Author)/ Gaetjens, Han X. (Author)
- Binding Hardback
- Condition New
- Pages 352
- Volumes 1
- Language ENG
- Publisher Springer
- Publication date 2018
- Illustrated Yes
- Features Illustrated
- Bookseller's Inventory # x-9811075921
- ISBN 9789811075926 / 9811075921
- Weight 1.55 lbs (0.70 kg)
- Dimensions 9.21 x 6.14 x 0.88 in (23.39 x 15.60 x 2.24 cm)
- Category Technology & Industrial Arts
- Dewey Decimal Code 004
- Quantity available 2
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From the publisher
From the rear cover
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.