Overview
- Includes a unique chapter on adaptive IIR filters.
- Contains two new chapters on Data-Selective and Blind adaptive filtering.
- Expands on the discussion on linear-constrained Wiener filter from the second edition.
- Includes a deeper treatment of complex algorithms.
- Shows a detailed analysis of the affine projection algorithm.
- The concept of Kalman filtering is included in Appendix D as complement of Chapter 5.
- Includes many new examples, especially in the early chapters as well as a solutions manual for instructors.
- A user friendly MATLAB package is available on the book's web page (http://www.lps.ufrj.br/profs/diniz/adaptivebook/) where the reader can easily solve new problems and test all algorithms included in the book.
- Includes supplementary material: sn.pub/extras
- Request lecturer material: sn.pub/lecturer-material
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Table of contents (13 chapters)
Reviews
From the reviews of the third edition:
"This text concentrates on studying on-line algorithms, those whose adaptation occurs whenever a new sample of each environment signal is available. … This edition also includes basic introductions to nonlinear adaptive filtering and blind signal processing as natural extensions of the algorithms … . The book is of great importance for digital signal processing undergraduate and graduate courses in universities." (George S. Stavrakakis, Zentralblatt MATH, Vol. 1155, 2009)
"The book titled ‘Adaptive Filtering: Algorithms and Practical Implementation,’ Third Edition, by Paulo S. R. Diniz replaces two previous editions. This new edition has improved significantly upon those two editions. … The book is also very practical. To attest to its suitability as a teaching text, the author has given a number of carefully developed examples which are useful … to students. … Overall, the book is excellent for teaching the subject of adaptive signal processing and enhances the landscape of textbooks on the subject." (Tokunbo Ogunfunmi, IEEE Communications Magazine, October, 2009)
Bibliographic Information
Book Title: Adaptive Filtering
Book Subtitle: Algorithms and Practical Implementation
Authors: Paulo S. R. Diniz
DOI: https://doi.org/10.1007/978-0-387-68606-6
Publisher: Springer New York, NY
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer-Verlag US 2008
eBook ISBN: 978-0-387-68606-6Published: 22 May 2008
Edition Number: 3
Number of Pages: XXIV, 627
Additional Information: Originally published as volume 694 in the series: The International Series in Engineering and Computer Science
Topics: Signal, Image and Speech Processing, Communications Engineering, Networks, Circuits and Systems, Control, Robotics, Mechatronics, Complexity, Electrical Engineering