株式会社極東書店トップ ＞ 商品一覧 ＞ Introduction to Bayesian Tracking and Particle Filters. 2023 ed.
商品詳細
Introduction to Bayesian Tracking and Particle Filters. 2023 ed.
・ISBN 978-3-031-32241-9 hard EUR 149.99
￥40,091.- (税込) ※（※）価格はご注文時の参考価格となります。
納品価格につきましては書籍の入荷時点で確定となります。
版元の原価改定、外国為替の変動等により異なる場合がございますので、予めご了承下さい。
| 著者・編者 | Stone, Lawrence D. / Streit, Roy L. / Anderson, Stephen L., |
|---|---|
| シリーズ | (Studies in Big Data) |
| 出版社 | (Springer International Publishing AG, SZ) |
| 出版年月 | 2023 |
| ページ数 | 118 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A02-98199＞ |
解説
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.