Statistical multisource-multitarget information fusion / / Ronald P.S. Mahler

• Autore: Mahler Ronald P. S.
• Pubblicazione: Boston : , : Artech House, , ©2007; [Piscataqay, New Jersey] : , : IEEE Xplore, , [2007]
• Descrizione fisica: 1 online resource (882 p.)
• Disciplina: 006.3/3
• Soggetto topico: Automatic tracking; Bayesian statistical decision theory; Expert systems (Computer science); Multisensor data fusion - Mathematics; Signal processing; Target acquisition; Tracking radar
• Soggetto genere / forma: Electronic books.
• Note generali: Description based upon print version of record.
• Nota di bibliografia: Includes bibliographical references (p. 821-836) and index.
• Nota di contenuto: 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.
• Sommario/riassunto: 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.
• Titolo autorizzato: Statistical multisource-multitarget information fusion
• ISBN: 1-59693-093-4
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910454381803321
• Lo trovi qui: Univ. Federico II
• Serie: Artech House information warfare library.