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Cover image for Statistical multisource-multitarget information fusion
Title:
Statistical multisource-multitarget information fusion
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Series:
Artech House information warfare library
Publication Information:
Norwood, MA : Artech House, 2007
ISBN:
9781596930926

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Library
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30000010123794 QA76.76.E95 M334 2007 Open Access Book Book
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Summary

Summary

This comprehensive resource provides you with an in-depth understanding of finite-set statistics (FISST) ndash; 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.


Table of Contents

Unified Single-Target Multisource Integration
Conventional Single-Sensor
Single-Target Tracking
General Data Modeling
Random Set Uncertainty Representations
Unambiguously Generated Ambiguous (UGA) Measurements
Ambiguously Generated Ambiguous (AGA) Measurements
Ambiguously Generated Unambiguous (AGU) Measurements
Ambiguous State-Estimates
Finite-Set Measurements
Unified Multitarget Multisource Integration
Conventional Multisource-Multitarget Information Fusion
Multitarget Differential and Integral Calculus
Multitarget Likelihood Functions
Multitarget Markov Densities
The Multisource-Multitarget Bayes Filter
Approximate Multitarget Filtering
Multitarget Particle Approximation
Multitarget-Moment Approximation
Multitarget Multi-Bernoulli Approximation
Appendices
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