Bayesian signal processing : classical, modern, and particle filtering methods

• Main Author: Candy, James V., (Author)
• Format: eBook
• Language: English
• Published: Hoboken, New Jersey : John Wiley & Sons Inc., [2016]
• Edition: Second edition.
• Series: Wiley series on adaptive and cognitive dynamic systems.; Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control Ser. ; 54.
• Subjects: Signal processing > Mathematics.; Bayesian statistical decision theory.; elektronické knihy; electronic books
• ISBN: 9781119125471; 1119125472; 9781119125495; 1119125499; 9781523114887; 1523114886; 1119125456; 9781119125457; 9781119125488; 1119125480
• Physical Description: 1 online resource

Bayesian-based signal processing is expected to dominate the future of model-based signal processing for years to come. This book develops the 'Bayesian approach' to statistical signal processing for a variety of useful model sets with an emphasis on nonlinear/non-Gaussian problems, as wel...