Adaptive Filters Theory and Applications
Adaptive Filters Theory and Applications
ISBN: 9780471983378
出版社: John Wiley & Sons
出版年: 1999-2
页数: 548
定价: USD 165.00
装帧: Hardcover
内容简介
This enlightened engineering approach to the study of adaptive filters employs MATLAB? computer simulations to clarify theoretical results. A highly accessible text, Adaptive Filters elucidates the concept of convergence and provides many application examples. The comprehensive coverage includes the theory of Wiener filters, eigenanalysis, the complete family of LMS-based algorithms, recursive least-squares and a new treatment of tracking. Features include:
- Accompanying diskette containing the MATLAB programs used throughout the book and providing an insight into adaptive filtering concepts
- End-of-chapter exercises designed to extend results developed in the text and to sharpen the readers skill in theoretical development
- MATLAB-based simulation problems which will enhance understanding of the behaviour of different adaptive algorithms
- Thorough treatment of transform domain, frequency domain and subband adaptive filters
- Section on eigenanalysis presenting the essential mathematics for the study of filters