Introduction to Bayesian Tracking and Particle Filters
Stone, Lawrence D., Streit, Roy L., Anderson, Stephen L.
Produktnummer:
187f4fb3bf9cfc47f89ad3d5f49cbfc412
| Autor: | Anderson, Stephen L. Stone, Lawrence D. Streit, Roy L. |
|---|---|
| Themengebiete: | Bayesian Kalman Filter Particle Filters Smoothing Tracking |
| Veröffentlichungsdatum: | 02.06.2024 |
| EAN: | 9783031322440 |
| Sprache: | Englisch |
| Seitenzahl: | 118 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Springer International Publishing |
Produktinformationen "Introduction to Bayesian Tracking and Particle Filters"
This book provides a quick but insightful introduction to Bayesian tracking and particle filtering for a person who has some background in probability and statistics and wishes to learn the basics of single-target tracking. It also introduces the reader to multiple target tracking by presenting useful approximate methods that are easy to implement compared to full-blown multiple target trackers.The book presents the basic concepts of Bayesian inference and demonstrates the power of the Bayesian method through numerous applications of particle filters to tracking and smoothing problems. It emphasizes target motion models that incorporate knowledge about the target’s behavior in a natural fashion rather than assumptions made for mathematical convenience.The background provided by this book allows a person to quickly become a productive member of a project team using Bayesian filtering and to develop new methods and techniques for problems the team may face.
Sie möchten lieber vor Ort einkaufen?
Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.
Juristische Fachbuchhandlung
Georg Blendl
Parcellistraße 5 (Maxburg)
8033 München
Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen