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Author Mahler, Ronald P. S.

Title Statistical multisource-multitarget information fusion [electronic resource] / Ronald P.S. Mahler.

Imprint Boston : Artech House, ©2007.

Item Status

Description 1 online resource (xxvi, 856 pages) : illustrations.
Series Artech House information warfare library
Artech House information warfare library.
Bibliography Includes bibliographical references (pages 821-836) and index.
Contents Chapter 11 Multitarget Calculus 343Chapter 12 Multitarget Likelihood Functions 399; Chapter 13 Multitarget Markov Densities 461; Chapter 14 The Multitarget Bayes Filter 483; Part III Approximate Multitarget Filtering 539; Chapter 15 Multitarget Particle Approximation 541; Chapter 16 Multitarget-Moment Approximation 565; Chapter 17 Multi-Bernoulli Approximation 655; Appendix A Glossary of Notation 683; Appendix BDirac.
Summary This comprehensive resource provides you with an in-depth understanding of finite-set statistics (FISST)? a recently developed method which unifies much of information fusion under a single probabilistic, in fact Bayesian, paradigm. The book helps you master FISST concepts, techniques, and algorithms, so you can use FISST to address real-world challenges in the field. You learn how to model, fuse, and process highly disparate information sources, and detect and track non-cooperative individual/platform groups and conventional non-cooperative targets.
Access Use copy Restrictions unspecified MiAaHDL
Reproduction Electronic reproduction. [S.l.] : HathiTrust Digital Library, 2010. MiAaHDL
System Details Master and use copy. Digital master created according to Benchmark for Faithful Digital Reproductions of Monographs and Serials, Version 1. Digital Library Federation, December 2002. MiAaHDL
Processing Action digitized 2010 HathiTrust Digital Library committed to preserve MiAaHDL
Local Note eBooks on EBSCOhost EBSCO eBook Subscription Academic Collection - North America
Subject Multisensor data fusion -- Mathematics.
Expert systems (Computer science)
Bayesian statistical decision theory.
Automatic tracking.
Signal processing.
Tracking radar.
Target acquisition.
Genre/Form Electronic books.
Other Form: Mahler, Ronald P.S. Statistical multisource-multitarget information fusion. Boston : Artech House, ©2007 1596930926 (DLC) 2007274985 (OCoLC)122257615
ISBN 1596930926
1596930934 (ebook)
9781596930933 (ebook)