Adaptive Filtering: Algorithms and Practical Implementation - Brossura

Diniz, Paulo S. R.

Brossura

ISBN 10: 1441940626 ISBN 13: 9781441940629

Casa editrice: Springer Verlag, 2010

Riassunto

This book presents the basic concepts of adaptive signal processing and adaptive filtering in a concise and straightforward manner, using clear notations that facilitate actual implementation. Important algorithms are described in detailed tables which allow the reader to verify learned concepts. The book covers the family of LMS and algorithms as well as set-membership, sub-band, blind, IIR adaptive filtering, and more. The book is also supported by a web page maintained by the author.

Su questo libro

Dalla quarta di copertina

Adaptive Filtering: Algorithms and Practical Implementation, Third Edition, presents basic concepts of adaptive signal processing and filtering in a concise and straightforward manner. It concentrates on on-line algorithms whose adaptation occurs whenever a new sample of each environment signal is available. The material also illustrates block algorithms using a sub-band filtering framework whose adaptation occurs when a new block of data is available. Highlights of the new edition include:Expanded treatment of complex algorithms throughout the book New chapters on Data-Selective and Blind Adaptive Filtering An enlarged discussion of linear-constrained Wiener filters Detailed analysis of the affine projection algorithm Updated derivations and many new examplesA primer on Kalman filtering in Appendix D as a complement to RLS algorithms.Algorithms are presented in a unified framework using a consistent notation that facilitates their actual implementation. The main algorithms are summarized and described in tables. Many examples address problems drawn from actual applications. The family of LMS and RLS algorithms as well as set-membership, sub-band, blind, nonlinear and IIR adaptive filtering, are covered. Problems are included at the end of chapters. Adaptive Filtering: Algorithms and Practical Implementation, Third Edition, is intended for advanced undergraduate and graduate students studying adaptive filtering and will also serve as an up-to-date and useful reference for professional engineers working in the field.

Dettagli dell?edizione

• Editore: Springer Verlag
• Data di pubblicazione: 2010
• ISBN 10: 1441940626
• ISBN 13: 9781441940629
• Rilegatura: Copertina flessibile
• Lingua: Inglese
• Numero di pagine: 656
• Contatto del produttore: non disponibile