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Advances in Statistical Multisource-Multitarget Information Fusion

Download or Read eBook Advances in Statistical Multisource-Multitarget Information Fusion PDF written by Ronald P.S. Mahler and published by Artech House. This book was released on 2014-08-01 with total page 1167 pages. Available in PDF, EPUB and Kindle.
Advances in Statistical Multisource-Multitarget Information Fusion
Author :
Publisher : Artech House
Total Pages : 1167
Release :
ISBN-10 : 9781608077984
ISBN-13 : 1608077985
Rating : 4/5 (84 Downloads)

Book Synopsis Advances in Statistical Multisource-Multitarget Information Fusion by : Ronald P.S. Mahler

Book excerpt: This is the sequel to the 2007 Artech House bestselling title, Statistical Multisource-Multitarget Information Fusion. That earlier book was a comprehensive resource for an in-depth understanding of finite-set statistics (FISST), a unified, systematic, and Bayesian approach to information fusion. The cardinalized probability hypothesis density (CPHD) filter, which was first systematically described in the earlier book, has since become a standard multitarget detection and tracking technique, especially in research and development. Since 2007, FISST has inspired a considerable amount of research, conducted in more than a dozen nations, and reported in nearly a thousand publications. This sequel addresses the most intriguing practical and theoretical advances in FISST, for the first time aggregating and systematizing them into a coherent, integrated, and deep-dive picture. Special emphasis is given to computationally fast exact closed-form implementation approaches. The book also includes the first complete and systematic description of RFS-based sensor/platform management and situation assessment.


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