On efficient implementations of the Set-Membership NLMS algorithm for real-time applications

被引：0

作者：

Apolinario, Jose A., Jr. ^{[1
]}

de Campos, Marcello L. R. ^{[2
]}

机构：

[1] Inst Militar Engn, Dept Elect Engn, Praca Gen Tiburcio 80, BR-22290270 Rio De Janeiro, Brazil

[2] COPPE UFRJ, Program Elect Engn, BR-21945970 Rio De Janeiro, RJ, Brazil

来源：

PROCEEDINGS OF THE IEEE INTERNATIONAL TELECOMMUNICATIONS SYMPOSIUM, VOLS 1 AND 2 | 2006年

关键词：

Set-Membership adaptive filters; efficient implementations; Normalized LMS algorithm;

D O I：

暂无

中图分类号：

TN [电子技术、通信技术];

学科分类号：

0809 ;

摘要：

This paper addresses two efficient implementations of the Set-Membership Normalized Least-Mean Squares (SM-NLMS) algorithm suited for real-time applications with strong limitation in computational complexity. It is shown how to take advantage of a particular property of set-membership algorithms, their data selective updating, to improve performance with no additional costs concerning computational complexity or hardware. Convergence speed and misadjustment of the proposed alternative implementations are compared to those of the conventional implementation of the SM-NLMS algorithm when the computational complexity per iteration is limited.

引用

页码：275 / +

页数：2

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