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

Author: J V Candy; Wiley InterScience (Online service)
Publisher: Hoboken, N.J. : Wiley : IEEE, ©2009.
Series: Adaptive and learning systems for signal processing, communications, and control.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Database:WorldCat
Summary:

This book takes the reader from the classical methods of model-based signal processing, to the next generation of processors that will clearly dominate the future of model-based signal processing for  Read more...

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Genre/Form: Electronic books
Additional Physical Format: Print version:
Candy, J.V.
Bayesian signal processing.
Hoboken, N.J. : Wiley : IEEE, c2009
(DLC) 2008032184
(OCoLC)230183299
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: J V Candy; Wiley InterScience (Online service)
ISBN: 9780470430583 0470430583 9781118210543 1118210549 0470180943 9780470180945
OCLC Number: 463438581
Description: 1 online resource (xxiii, 445 p.) : ill., map.
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.
Series Title: Adaptive and learning systems for signal processing, communications, and control.
Responsibility: James V. Candy.
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