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|a Mahler, Ronald P. S.
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|a Statistical multisource-multitarget information fusion /
|c Ronald P.S. Mahler.
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|a Boston :
|b Artech House,
|c ©2007.
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300 |
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|a 1 online resource (xxvi, 856 pages) :
|b illustrations
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|a Artech House information warfare library
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|a Includes bibliographical references (pages 821-836) and index.
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|a 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.
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|a Print version record.
|
506 |
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|3 Use copy
|f Restrictions unspecified
|2 star
|5 MiAaHDL
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533 |
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|a Electronic reproduction.
|b [Place of publication not identified] :
|c HathiTrust Digital Library,
|d 2010.
|5 MiAaHDL
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|a 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.
|u http://purl.oclc.org/DLF/benchrepro0212
|5 MiAaHDL
|
583 |
1 |
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|a digitized
|c 2010
|h HathiTrust Digital Library
|l committed to preserve
|2 pda
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|a Statistical Multisource-MultitargetInformation Fusion; Contents; Preface xxiii; Acknowledgments xxv; Chapter 1 Introduction to the Book; Part I Unified Single-Target Multisource Integration; Chapter 2 Si ngle-Target Filtering 25; Chapter 3 General Data Modeling 89; Chapter 4 Random Set Uncertainty Representations 119; Chapter 5 UGA Measurements 157; Chapter 6AGA Measurements 211; Chapter 7AGU Measurements 249; Chapter 8 Generalized State-Estimates 271; Chapter 9 Finite-Set Measurement 287; Part II Uni ed Multitarget-MultisourceIntegration 305; Chapter 10 Conventional Multitarget Filtering 307
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|a 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 Delta Functions 693; Appendix CGradient Derivatives 695; Appendix DFundamental Gaussian Identity 699; Appendix E Finite Point Processes 705
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|a Appendix FFISST and Probability Theory 711F.1 MULTIOBJECT PROBABILITY THEORY 711; Appendix G Mathematical Proofs 717; Appendix HSolutions to Exercises 777; References 821; Index 839
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|a eBooks on EBSCOhost
|b EBSCO eBook Subscription Academic Collection - Worldwide
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|a ProQuest Ebook Central
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0 |
|a Multisensor data fusion
|x Mathematics.
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650 |
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|a Expert systems (Computer science)
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|a Bayesian statistical decision theory.
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|a Automatic tracking.
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|a Signal processing.
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|a Tracking radar.
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650 |
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|a Target acquisition.
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650 |
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2 |
|a Expert Systems
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650 |
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6 |
|a Fusion multicapteurs
|x Mathématiques.
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650 |
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6 |
|a Systèmes experts (Informatique)
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650 |
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6 |
|a Théorie de la décision bayésienne.
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|a Poursuite automatique.
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650 |
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6 |
|a Traitement du signal.
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650 |
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|a Radar de poursuite.
|
650 |
|
6 |
|a Acquisition d'objectif.
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7 |
|a COMPUTERS
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|2 bisacsh
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|
7 |
|a Automatic tracking
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650 |
|
7 |
|a Bayesian statistical decision theory
|2 fast
|
650 |
|
7 |
|a Expert systems (Computer science)
|2 fast
|
650 |
|
7 |
|a Multisensor data fusion
|x Mathematics
|2 fast
|
650 |
|
7 |
|a Signal processing
|2 fast
|
650 |
|
7 |
|a Target acquisition
|2 fast
|
650 |
|
7 |
|a Tracking radar
|2 fast
|
650 |
|
7 |
|a Multisensor data fusion
|x Mathematics.
|2 blmlsh
|
650 |
|
7 |
|a Expert systems (Computer science)
|2 blmlsh
|
650 |
|
7 |
|a Bayesian statistical decision theory.
|2 blmlsh
|
650 |
|
7 |
|a Automatic tracking.
|2 blmlsh
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650 |
|
7 |
|a Signal processing.
|2 blmlsh
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650 |
|
7 |
|a Tracking radar.
|2 blmlsh
|
650 |
|
7 |
|a Target acquisition.
|2 blmlsh
|
650 |
|
7 |
|a Matematisk statistik
|x databehandling.
|2 sao
|
776 |
1 |
|
|a Mahler, Ronald P.S.
|t Statistical multisource-multitarget information fusion.
|d Boston : Artech House, ©2007
|z 1596930926
|w (DLC) 2007274985
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