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Record Nr. |
UNINA9910454381803321 |
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Autore |
Mahler Ronald P. S. |
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Titolo |
Statistical multisource-multitarget information fusion / / Ronald P.S. Mahler |
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Pubbl/distr/stampa |
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Boston : , : Artech House, , ©2007 |
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[Piscataqay, New Jersey] : , : IEEE Xplore, , [2007] |
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ISBN |
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Descrizione fisica |
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1 online resource (882 p.) |
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Collana |
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Artech House information warfare library |
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Disciplina |
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Soggetti |
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Automatic tracking |
Bayesian statistical decision theory |
Expert systems (Computer science) |
Multisensor data fusion - Mathematics |
Signal processing |
Target acquisition |
Tracking radar |
Electronic books. |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Description based upon print version of record. |
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Nota di bibliografia |
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Includes bibliographical references (p. 821-836) and index. |
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Nota di contenuto |
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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. |
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Sommario/riassunto |
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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 |
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