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

Format:

Book

Author/Creator:

Mahler, Ronald P. S.

Series:

Artech House information warfare library.

Artech House information warfare library

Language:

English

Subjects (All):

Automatic tracking.

Bayesian statistical decision theory.

Expert systems (Computer science).

Multisensor data fusion--Mathematics.

Multisensor data fusion.

Signal processing.

Target acquisition.

Tracking radar.

Physical Description:

1 online resource (882 p.)

Edition:

1st ed.

Place of Publication:

Boston : Artech House, c2007.

Language Note:

English

System Details:

data file

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.

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.

Notes:

Description based upon print version of record.

Print version record.

Includes bibliographical references (p. 821-836) and index.

ISBN:

1-59693-093-4

OCLC:

318540336