Bayesian Multiple Target Tracking

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en Limba Engleză Carte Hardback – 31 Jan 2014
This second edition has undergone substantial revision from the 1999 first edition, recognizing that a lot has changed in the multiple target tracking field. One of the most dramatic changes is in the widespread use of particle filters to implement nonlinear, non-Gaussian Bayesian trackers. This book views multiple target tracking as a Bayesian inference problem. Within this framework it develops the theory of single target 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.
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ISBN-13: 9781608075539
ISBN-10: 1608075532
Pagini: 293
Dimensiuni: 160 x 234 x 28 mm
Greutate: 0.64 kg
Ediția: 2
Editura: Artech House Publishers

Notă biografică

Lawrence D. Stone is chief scientist at Metron, Inc. He received his Ph.D. and MS in mathematics from Purdue University. Roy Streit is a senior scientist at Metron, Inc. He earned his Ph.D. in mathematics from the University of Rhode Island. Thomas L. Corwin is president, chief operating officer, and board chairman of Metron Inc. He received his Ph.D and MS in statistics from Princeton University. Kristine Bell is a senior scientist at Metron, Inc. She received her PhD in information technology from GMU.