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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Veröffentlicht in:	Circuits, systems, and signal processing Jg. 39; H. 12; S. 6073 - 6097
Hauptverfasser:	Mayyas, Khaled, Afeef, Liza
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York Springer US 01.12.2020
Schlagworte:	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-Zugang:	Volltext
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