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This book provides a comprehensive introduction to Bayesian methods in signal processing, covering classical techniques, modern approaches, and particle filtering. It emphasizes theoretical foundations, practical algorithms, and applications in estimation, detection, and tracking problems.

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245: $a: Bayesian Signal Processing: Classical, Modern, and Particle Filtering Methods
245: $b:
082: $a:
100: $a: James V. Candy
650: $a: Computer Science
250: $a:
440: $v:
250: $b: John Wiley & Sons, Inc.
250: $c: 2009
020: $a: 978-0-470-18094-5
300: $a: 445