LMS和RLS自适应滤波算法对比研究
Journal of Chongqing University of Science and Technology(Natural Sciences Edition)（2011）
Abstract
介绍了自适应滤波器的基本原理,对最小均方(LMS,Least Mean Squares)和递归最小二乘(RLS,RecursiveLeast Squares)自适应算法进行仿真分析及对比研究。仿真结果及实例均表明,两种算法都能有效抑制和抵消各种干扰,但相比之下,RLS算法具有更好的收敛性能及稳定性。
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Key words
comparative study,adaptive filter,least mean squares,recursive least squares
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