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基于零均值特性的箕舌线变步长LMS算法

路翠华 王瑛 徐君明

海军航空工程学院学报Issue(5):485-488,4.
海军航空工程学院学报Issue(5):485-488,4.DOI:10.7682/j.issn.1673-1522.2013.05.006

基于零均值特性的箕舌线变步长LMS算法

Tonguelike Curve VSLMS Algorithm Based on the Characteristic of Zero Mean

路翠华 1王瑛 2徐君明1

作者信息

  • 1. 海军航空工程学院7系
  • 2. 烟台有线广播电视信息网络中心,山东烟台264001
  • 折叠

摘要

Abstract

The tonguelike curve VSLMS algorithm’s step-formula can be disturbed easily by noise jamming. Ac-cording to the characteristics that the mean of white Gaussian noise was zero, tonguelike curve VSLMS algorithm based on zero mean was put forward in order to improve tonguelike curve VSLMS algorithm’s ability of anti-noise. If two algorithms chose the same parameters α、β, tonguelike curve VSLMS algorithm based on zero mean would have less steady-state error than tonguelike curve VSLMS algorithm. Under the condition that the two algorithms were convergent, the convergence rate of tonguelike curve VSLMS algorithm based on zero mean was bigger than the convergence rate of tonguelike curve VSLMS algorithm.

关键词

箕舌线变步长LMS算法/高斯白噪声/零均值特性

Key words

tonguelike curve VSLMS algorithm/white Gaussian noise/the characteristic of zero mean

分类

信息技术与安全科学

引用本文复制引用

路翠华,王瑛,徐君明..基于零均值特性的箕舌线变步长LMS算法[J].海军航空工程学院学报,2013,(5):485-488,4.

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