TY - BOOK AU - Haykin,Simon S. TI - Adaptive filter theory SN - 0130901261 AV - TK7872.F5 H368 2002 U1 - 621.3815324 PY - 2002/// CY - Upper Saddle River, N.J. PB - Prentice Hall KW - Adaptive filters N1 - Includes bibliographical references (p. 870-911) and index; TOC; Stochastic processes and models -- Wiener filters -- Linear prediction -- Method of steepest descent -- Least-mean-square adaptive filters -- Normalized least-mean-square adaptive filters -- Frequency-domain and subband adaptive filters -- Method of least squares -- Recursive least-squares adaptive filters -- Kalman filters -- Square-root adaptive filters -- Order-recursive adaptive filters -- Finite-precision effects -- Tracking of time-varying systems -- Adaptive filters using infinite-duration impulse response structures -- Blind deconvolution -- Back-propagation learning; EEE N2 - Summary: For courses in Adaptive Filters. This book examines both the mathematical theory behind various linear adaptive filters and the elements of supervised multilayer perceptrons UR - http://www.worldcat.org/title/adaptive-filter-theory/oclc/46538540&referer=brief_results ER -