Library Retrieval System
- xiv, 443 p. : ill. ; 25 cm.
- 1. Introduction to Adaptive Filtering -- 2. Fundamentals of Adaptive Filtering -- 3. The Least-Mean-Square (LMS) Algorithm -- 4. LMS-Based Algorithms -- 5. Conventional RLS Adaptive Filter -- 6. Adaptive Lattice-Based RLS Algorithms -- 7. Fast Transversal RLS Algorithms -- 8. QR-Decomposition-Based RLS Filters -- 9. Adaptive IIR Filters.Adaptive Filtering: Algorithms and Practical Implementation is a concise presentation of adaptive filtering, covering as many algorithms as possible while avoiding adapting notations and derivations related to the different algorithms. Furthermore, the book points out the algorithms which really work in a finite-precision implementation, and provides easy access to the working algorithms for the practicing engineer. Adaptive Filtering: Algorithms and Practical Implementation may be used as the principle text for courses on the subject, and serves as an excellent reference for professional engineers and researchers in the field.Includes bibliographical references and index.