Bayesian multiple target tracking

• Main Author: Stone, Lawrence D., 1942- (Author)
• Format: eBook
• Language: English
• Published: Boston [Massachusetts] ; London [England] : Artech House, 2014.
• Edition: Second edition.
• Series: Artech House radar library.
• Subjects: Tracking radar > Mathematics.; Bayesian statistical decision theory.; elektronické knihy; electronic books
• ISBN: 9781608075546; 1608075540; 9781608075539; 1608075532; 9781523117017; 152311701X
• Physical Description: 1 online resource (315 pages) : illustrations.

This book views multiple target tracking as a Bayesian inference problem. Within this framework it develops the theory of single target tracking, multiple target tracking, and likelihood ratio detection and tracking. In addition to providing a detailed description of a basic particle filter that imp...