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基于MATLAB与DSP的自适应滤波器设计与实现

杨娜 杨神化 郑敏杰

微型机与应用Issue(21):16-20,5.
微型机与应用Issue(21):16-20,5.

基于MATLAB与DSP的自适应滤波器设计与实现

Design and implementation of self-adapting filter based on MATLAB and DSP

杨娜 1杨神化 1郑敏杰1

作者信息

  • 1. 集美大学 航海学院,福建 厦门 361000
  • 折叠

摘要

Abstract

The filtering is a technology to filter the waveform of some certain frequencies. In digital signal processing , the filtering is mainly used to filter noise and interference signals. Because of the uncertainty of noise and interference signal , using the digital filter of fixed filter coefficients can′t achieve the best effect. However, the self-adapting filter can change its parameters and structure with the change of the environments which can accommodate to the changing noise and interference signals so as to realize the ideal filter. After studying the Least Mean Square algorithm (here referred as LMS), as well as analyzing the structure and principle the of the self-adapting filter, the paper designed a self-adapting filter of FIR structure. In the end, it gave the MATLAB simulation results, and used DSP to test the performance of the new design.

关键词

自适应滤波器/MATLAB/LMS 算法/FIR 滤波器/DSP

Key words

adaptive filter/MATLAB/LMS algorithm/FIR filter/DSP

分类

电子信息工程

引用本文复制引用

杨娜,杨神化,郑敏杰..基于MATLAB与DSP的自适应滤波器设计与实现[J].微型机与应用,2015,(21):16-20,5.

基金项目

福建省高等学校新世纪优秀人才支持计划项目( JA12181);国家自然科学基金资助项目 ()

微型机与应用

2097-1788

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