The main algorithms are described in tables, which are detailed enough to allow the reader to verify the covered concepts. Many examples address problems drawn from actual applications. New material to this edition includes:
• Analytical and simulation examples in Chapters 4, 5, 6 and 10
• Appendix E, which summarizes the analysis of set-membership algorithm
• Updated problems and references
Providing a concise background on adaptive filtering, this book covers the family of LMS, affine projection, RLS and data-selective set-membership algorithms as well as nonlinear, sub-band, blind, IIR adaptive filtering, and more.
Several problems are included at the end of chapters, and some of these problems address applications. A user-friendly MATLAB package is provided where the reader can easily solve new problems and test algorithms in a quick manner. Additionally, the book provides easy access to working algorithms for practicing engineers.
The main algorithms are described in tables, which are detailed enough to allow the reader to verify the covered concepts. Many examples address problems drawn from actual applications. New material to this edition includes:
• Analytical and simulation examples in Chapters 4, 5, 6 and 10
• Appendix E, which summarizes the analysis of set-membership algorithm
• Updated problems and references
Providing a concise background on adaptive filtering, this book covers the family of LMS, affine projection, RLS and data-selective set-membership algorithms as well as nonlinear, sub-band, blind, IIR adaptive filtering, and more.
Several problems are included at the end of chapters, and some of these problems address applications. A user-friendly MATLAB package is provided where the reader can easily solve new problems and test algorithms in a quick manner. Additionally, the book provides easy access to working algorithms for practicing engineers.

Adaptive Filtering: Algorithms and Practical Implementation
652
Adaptive Filtering: Algorithms and Practical Implementation
652Hardcover(4th ed. 2013)
Product Details
ISBN-13: | 9781461441052 |
---|---|
Publisher: | Springer US |
Publication date: | 08/14/2012 |
Edition description: | 4th ed. 2013 |
Pages: | 652 |
Product dimensions: | 6.00(w) x 9.20(h) x 1.60(d) |