Bayesian signal processing : classical, modern, and particle filtering methods /
| Main Author: | |
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| Format: | Book |
| Language: | English |
| Published: |
Hoboken, N.J.:
Wiley: IEEE,
c2009
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| Series: | Adaptive and learning systems for signal processing, communications, and control
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| Subjects: |
Table of Contents:
- Bayestian estimation
- Simulation-based Bayesian methods
- State-space models for Bayesian processing
- Classical Bayesian state-space processors
- Modern Bayesian state-space processors
- Particle-based Bayesian state-space processors
- Joint Bayesian state/parametric processors
- Discrete hidden Markov model Bayesian processors
- Bayesian processors for physics-based applications
- Probability & statistics overview