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Offers an accessible introduction to the method, including an intuitive derivation
Provides application examples
Offers an accessible introduction to the method, including an intuitive derivation
Provides application examples
fusion; he is currently Group Leader, Geophysical Phenomenology and Performance Assessment. He is also a Visiting Research Fellow at the University of Adelaide, a senior member of the IEEE, and an associate editor of IEEE Signal Processing Letters. He is a co-author of the book Bayesian Methods in the Search for MH370. He received the 2011 JP LeCadre award for the best paper at the International Conference on Information Fusion and the 2012 DST Science and Engineering Excellence award for work on H-PMHT that led to this book.
Han Gaetjens received an Honours degree in Mathematics from the University of South Australia in 2007 and the Ph.D. from the University of Adelaide in 2015. She has worked for the Defence Science and Technology Group, Australia, since 2007.
Presents the only complete reference for the Probabilistic Multi-Hypothesis Tracker (PMHT)-algorithm
Offers an accessible introduction to the method, including an intuitive derivation
Provides application examples
Includes software that readers can use to start investigating the method on their own problems
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.
| Erscheinungsjahr: | 2018 |
|---|---|
| Fachbereich: | Nachrichtentechnik |
| Genre: | Importe, Technik |
| Rubrik: | Naturwissenschaften & Technik |
| Medium: | Taschenbuch |
| Reihe: | Signals and Communication Technology |
| Inhalt: |
xxi
352 S. 10 s/w Illustr. 117 farbige Illustr. 352 p. 127 illus. 117 illus. in color. |
| ISBN-13: | 9789811339714 |
| ISBN-10: | 9811339716 |
| Sprache: | Englisch |
| Einband: | Kartoniert / Broschiert |
| Autor: |
Davey, Samuel J.
Gaetjens, Han X. |
| Auflage: | Softcover reprint of the original 1st edition 2018 |
| Hersteller: |
Springer
Springer Singapore Signals and Communication Technology |
| Verantwortliche Person für die EU: | Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com |
| Maße: | 235 x 155 x 21 mm |
| Von/Mit: | Samuel J. Davey (u. a.) |
| Erscheinungsdatum: | 16.12.2018 |
| Gewicht: | 0,569 kg |
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