Adaptive Filtering : Algorithms and Practical Implementation /
Adaptive Filtering: Algorithms and Practical Implementation, Second Edition, presents a concise overview of adaptive filtering, covering as many algorithms as possible in a unified form that avoids repetition and simplifies notation. It is suitable as a textbook for senior undergraduate or first-yea...
| Main Author: | |
|---|---|
| Corporate Author: | |
| Format: | eBook |
| Language: | English |
| Published: |
Boston, MA :
Springer US,
2002.
|
| Edition: | Second edition. |
| Series: | Kluwer international series in engineering and computer science ;
694. |
| Subjects: | |
| Online Access: | Connect to the full text of this electronic book |
| Summary: | Adaptive Filtering: Algorithms and Practical Implementation, Second Edition, presents a concise overview of adaptive filtering, covering as many algorithms as possible in a unified form that avoids repetition and simplifies notation. It is suitable as a textbook for senior undergraduate or first-year graduate courses in adaptive signal processing and adaptive filters. The philosophy of the presentation is to expose the material with a solid theoretical foundation, to concentrate on algorithms that really work in a finite-precision implementation, and to provide easy access to working algorithms. Hence, practicing engineers and scientists will also find the book to be an excellent reference. This second edition contains a substantial amount of new material: -Two new chapters on nonlinear and subband adaptive filtering; -Linearly constrained Weiner filters and LMS algorithms; -LMS algorithm behavior in fast adaptation; -Affine projection algorithms; -Derivation smoothing; -MATLAB codes for algorithms. |
|---|---|
| Item Description: | Electronic resource. |
| Physical Description: | 1 online resource (xxi, 568 pages) |
| ISBN: | 9781475736373 (electronic bk.) 1475736371 (electronic bk.) |
| ISSN: | 0893-3405 ; |