Theory and Design of Adaptive Filters (Hardcover)
暫譯: 自適應濾波器的理論與設計 (精裝版)

Designed for graduate level courses in adaptive filtering and to serve as a valuable reference for practicing engineers.

The authors develop the basic rules and algorithms for filter performance and provide tools for design, along with an appreciation of the complexity of behavioral analysis. Derivations and convergence discussions are kept to a basic level. The presentation focuses on a few principles and applies them to a series of motivating examples, that include in-depth discussion of implementation aspects for filter design not found in other texts. Rather than superficially examining an extensive list of possible applications benefiting from adaptive filter use, the authors examine four such problems in detail and review the common attributes that are shared with many other applications of adaptive filtering

Table of Contents

1. The Need for Adaptive Filtering.
2. Basic Principles.
3. Framework for Algorithm Development.
4. Adaptive FIR Filters.
5. Adaptive IIR Filters.
6. Adaptive Algorithms for Restoring Signal Properties.
7. Implementational Issues.
8. Design Example: Hum Removal.
9. Design Example: Multipath Corrections.
10. Design Example: Channel Modeling.
11. Design Example: Antenna Array.
12. Epilogue.
Bibliography.