Title :
Adaptive nonlinear digital filters using distributed arithmetic
Author :
Sicuranza, Giovanni L. ; Ramponi, Giovanni
Author_Institution :
University of Trieste, Trieste, Italy
fDate :
6/1/1986 12:00:00 AM
Abstract :
A nonlinear adaptive filter structure, based upon the theory of the truncated discrete Volterra series, is presented. A memory-oriented implementation exploiting distributed arithmetic is considered, and the conventional LMS adaptation algorithms are suitably modified. Memory-size reduction methods are developed to obtain simpler actual realizations. Computer simulation results are presented.
Keywords :
Adaptive filters; Computer simulation; Digital arithmetic; Digital filters; Digital signal processing; Kernel; Least squares approximation; Signal design; Signal processing algorithms; Very large scale integration;
Journal_Title :
Acoustics, Speech and Signal Processing, IEEE Transactions on
DOI :
10.1109/TASSP.1986.1164852