A Variable Step-Size Partial-Update Normalized Least Mean Square Algorithm for Second-Order Adaptive Volterra Filters

Partial-update (PU) algorithms offer reduced computational complexity to adaptive second-order Volterra filters (SOV) in nonlinear systems while retaining acceptable performance. In this paper, a new selective partial-update technique for the normalized LMS (NLMS) SOV algorithm is proposed, which re...

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Bibliographic Details
Published in:	Circuits, systems, and signal processing Vol. 39; no. 12; pp. 6073 - 6097
Main Authors:	Mayyas, Khaled, Afeef, Liza
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.12.2020
Subjects:	Circuits and Systems Electrical Engineering Electronics and Microelectronics Engineering Instrumentation Signal,Image and Speech Processing Variable step size Partial-update algorithms Computational complexity Adaptive second-order Volterra filters NLMS algorithm
ISSN:	0278-081X, 1531-5878
Online Access:	Get full text
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