Adaptive Filters: Theory and Applications

Adaptive filtering is an advanced and growing field in signal processing. This text combines a valuable student resource with a useful technical reference for signal processing engineers. It offers theoretical coverage complemented by many application examples. The accompanying diskette contains MATLAB simulation programs for in-depth insight into adaptive filtering concepts. The text begins with a general overview of adaptive filters and popular applications. Subsequent chapters range from discrete-time signals and systems, to Wiener filters and recursive least-square algorithms. Also included is a section on eigenanalysis which looks at the mathematics required for the study of filters.