Articles liés à Adaptive Filter Theory
Synopsis
Adaptive Filter Theory, 4e, is ideal for courses in Adaptive Filters.
Haykin examines both the mathematical theory behind various linear adaptive filters and the elements of supervised multilayer perceptrons. In its fourth edition, this highly successful book has been updated and refined to stay current with the field and develop concepts in as unified and accessible a manner as possible.
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Quatrième de couverture
CONTENTS
Preface
Acknowledgments
Background and Preview
- Chapter 1 Stochastic Processes and Models
- Chapter 2 Wiener Filters
- Chapter 3 Linear Prediction
- Chapter 4 Method of Steepest Descent
- Chapter 5 Least-Mean-Square Adaptive Filters
- Chapter 6 Normalized Least-Mean-Square Adaptive Filters
- Chapter 7 Frequency-Domain and Subband Adaptive Filters
- Chapter 8 Method of Least Squares
- Chapter 9 Recursive Least-Square Adaptive Filters
- Chapter 10 Kalman Filters
- Chapter 11 Square-Root Adaptive Filters
- Chapter 12 Order-Recursive Adaptive Filters
- Chapter 13 Finite-Precision Effects
- Chapter 14 Tracking of Time-Varying Systems
- Chapter 15 Adaptive Filters Using Infinite-Duration Impulse Response Structures
- Chapter 16 Blind Deconvolution
- Chapter 17 Back-Propagation Learning
Epilogue
- Appendix A Complex Variables
- Appendix B Differentiation with Respect to a Vector
- Appendix C Method of Lagrange Multipliers
- Appendix D Estimation Theory
- Appendix E Eigenanalysis
- Appendix F Rotations and Reflections
- Appendix G Complex Wishart Distribution
- Glossary
- Bibliography
- Index
Biographie de l'auteur
Simon Haykin received his B.Sc. (First-class Honours), Ph.D., and D.Sc., all in Electrical Engineering from the University of Birmingham, England. He is a Fellow of the Royal Society of Canada, and a Fellow of the Institute of Electrical and Electronics Engineers. He is the recipient of the Henry Booker Gold Medal from URSI, 2002, the Honorary Degree of Doctor of Technical Sciences from ETH Zentrum, Zurich, Switzerland, 1999, and many other medals and prizes.
He is a pioneer in adaptive signal-processing with emphasis on applications in radar and communications, an area of research which has occupied much of his professional life.
Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.
- ÉditeurPearson
- Date d'édition2001
- ISBN 10 0130901261
- ISBN 13 9780130901262
- ReliureRelié
- Langueanglais
- Numéro d'édition4
- Nombre de pages936
- Coordonnées du fabricantnon disponible
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Adaptive Filter Theory, 4e
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Adaptive Filter Theory, 4/e
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Adaptive Filter Theory (4th Edn)
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ISBN 10 : 0130901261
ISBN 13 : 9780130901262
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Adaptive Filter Theory
Edité par
Prentice Hall, 2002
ISBN 10 : 0130901261
ISBN 13 : 9780130901262
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Couverture rigide
Vendeur : Anybook.com, Lincoln, Royaume-Uni
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Adaptive Filter Theory, 4E
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Adaptive Filter Theory
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ISBN 10 : 0130901261
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Adaptive Filter Theory
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ISBN 10 : 0130901261
ISBN 13 : 9780130901262
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