Title:
Statistical multisource-multitarget information fusion
Personal Author:
Series:
Artech House information warfare library
Publication Information:
Norwood, MA : Artech House, 2007
ISBN:
9781596930926
Available:*
Library | Item Barcode | Call Number | Material Type | Item Category 1 | Status |
---|---|---|---|---|---|
Searching... | 30000010123794 | QA76.76.E95 M334 2007 | Open Access Book | Book | Searching... |
On Order
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 |