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Bayesian multiple target tracking / Lawrence D. Stone [and three others]

Contributor(s): Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Series: Artech House Radar SeriesPublisher: Boston, [Massachusetts] ; London, [England] : Artech House, 2014Copyright date: ©2014Edition: Second editionDescription: Online Ressource (315 pages) : illustrationsISBN:
  • 9781608075546
  • 1608075540
  • 9781608075539
  • 1608075532
Subject(s): Additional physical formats: 1608075532. | 9781608075539. | Erscheint auch als: Bayesian multiple target tracking. Druck-Ausgabe. 2. ed. Boston [u.a.] : Artech House, 2014. XIX, 293 S.DDC classification:
  • 621.3848
MSC: MSC: *78-01 | 78A40 | 78A55 | 62P35LOC classification:
  • TK6580
Online resources: Summary: 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 implements the Bayesian single target recursion, this resource provides numerous examples that involve the use of particle filters. With these examples illustrating the developed concepts, algorithms, and approaches -- the book helps radar engineers develop tracking solutions when observations are non-linear functions of target state, when the target state distributions or measurement error distributions are not Gaussian, in low data rate and low signal to noise ratio situations, and when notions of contact and association are merged or unresolved among more than one target. --PPN: PPN: 855972432Package identifier: Produktsigel: ZDB-4-EBA | ZDB-4-ENC | ZDB-4-NLEBK
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