The text develops algorithms like LMS (Least-Mean-Square) and RLS (Recursive Least-Squares) as specific manifestations of a broader mathematical theory.
First published in 1986, Adaptive Filter Theory has evolved alongside the fields of telecommunications, radar, sonar, and biomedical engineering. The 5th edition, released by Pearson/Prentice Hall, is not merely a reprint—it represents a significant update from the 4th edition (2002) and the 3rd edition (1996).
: Provides analysis for adaptation in environments where signal statistics change over time, a critical requirement for real-world radar and communication systems. Finite-Precision Effects
: Includes frequency-domain adaptive filters, subband methods, and blind deconvolution. Neural Network Connections