Normalized LMS (NLMS), affine projection, and frequency-domain LMS. 4. Method of Least Squares and Kalman Filtering
Adaptive Filter Theory (5th Edition) by Simon Haykin is widely regarded as the definitive "bible" for researchers and engineers in the field of digital signal processing. This 912-page volume provides a unified, mathematically rigorous treatment of algorithms that allow filters to self-adjust their parameters in response to changing environments. Quick Facts Release Date: May 23, 2013. Publisher: Pearson Education. Key Algorithms: LMS, RLS, Kalman, and Wiener filters. Core Concepts: simon haykin adaptive filter theory 5th edition pdf
These algorithms estimate the gradient vector of the error surface from the available data. Normalized LMS (NLMS)