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

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...

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Bibliographic Details
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

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Summary: 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 well as classical techniques.
Item Description: Includes index.
Bibliography: Includes bibliographical references at the end of each chapters and index.
ISBN: 9781119125471
1119125472
9781119125495
1119125499
9781523114887
1523114886
1119125456
9781119125457
9781119125488
1119125480
Access: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty

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