Theory and Design of Adaptive Filters (Topics in Digital Signal Processing) Book

A comprehensive collection of adaptive filtering concepts, algorithm forms, behavioral insights, and application guidelines useful for the engineer interested in designing adaptive filters for various applications and for students needing a method pedagogy for initiation of basic research in adaptive theory. The analysis and design of three basic classes of adaptive filters are presented: adaptive-finite-impulse- response (FIR) filters; adaptive-infinite-impulse-response (IRR) filters; and Adaptive property restoring filters. For the widely used FIR filters, the book provides useful analytical tools and guidelines.For the more recently developed filters, it focuses on emerging theoretical foundations and suggested applications. The material is supplemented with listings of FORTRAN codes for basic algorithms and a real-time solution to one adaptive FIR filter problem using a Texas Instruments signal processing chip.Read More