A NEW ADAPTIVE ALGORITHM TO REDUCE WEIGHT FLUCTUATIONS CAUSED BY HIGH VARIANCE DATA

被引：2

作者：

CILKE, JT ^{[1
]}

ETTER, DM ^{[1
]}

机构：

[1] UNIV COLORADO,DEPT ELECT & COMP ENGN,BOULDER,CO 80309

来源：

IEEE TRANSACTIONS ON SIGNAL PROCESSING | 1992年 / 40卷 / 09期

关键词：

D O I：

10.1109/78.157274

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

We present a new nongradient algorithm that has reduced adaptive filter weight fluctuations caused by high variance input data. The algorithm adapts a single weight at each time step and has approximately the same computational requirements as the LMS algorithm.

引用

页码：2324 / 2327

页数：4