基于LMS算法的陷波滤波器的研究
he application of LMS algorithm in notch filter
自适应信号处理是现代信号与信息处理的重要组成部分,自适应滤波器具有自身调节参数的能力,能够实现最佳的噪声对消。本文阐述了自适应信号处理的基本理论和自适应滤波的基本算法,运用自适应滤波器设计技术,采用均方误差(LMS)算法,设计了一个具有消除有用信号中的一个加性正弦波干扰功能的自适应陷波滤波器。学习了MATLAB软件,设计并利用MATLAB进行了仿真实验,结合仿真结果,对设计滤波器的性能和自适应算法的性能进行了分析。
daptive signal processing of modern signal and information processing an important part of the adaptive filter has its own ability to adjust parameters to achieve the best noise cancellation. This paper describes the basic theory of adaptive signal processing and adaptive filtering of the basic algorithm, using adaptive filter design techniques, using mean square error (LMS) algorithm, designed to eliminate a useful signal in an additive sine-wave interference function of adaptive notch filter. Study of the MATLAB software, designed and carried out simulation experiments using MATLAB, combined with simulation results, the performance of filter design and adaptive algorithm performance is analyzed
盛立东、史涛
电子技术应用
LMS 算法自适应陷波滤波器自适应滤波
LMS algorithmdaptive single channel noise cancellationadaptive notch filter
盛立东,史涛.基于LMS算法的陷波滤波器的研究[EB/OL].(2009-11-04)[2025-08-16].http://www.paper.edu.cn/releasepaper/content/200911-94.点此复制
评论