Total Least-Mean-Squares Algorithm for Adaptive Filter

冯大政; 保铮; 焦李成

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Total Least-Mean-Squares Algorithm for Adaptive Filter

更新时间：2025-12-08

- Total Least-Mean-Squares Algorithm for Adaptive Filter
- Acta Electronica Sinica Issue 10, (1997)
- 作者机构：
  
  西安电子科技大学电子工程研究所
- 作者简介：
- 基金信息：
- DOI：
  CLC： TN911
- Published：1997
- 稿件说明：
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[1]冯大政,保铮,焦李成.全局最小均方算法[J].电子学报,1997(10):119-121.

冯大政, 保铮, 焦李成. Total Least-Mean-Squares Algorithm for Adaptive Filter[J]. Acta Electronica Sinica, 1997, (10).
[1]冯大政,保铮,焦李成.全局最小均方算法[J].电子学报,1997(10):119-121. DOI：

冯大政, 保铮, 焦李成. Total Least-Mean-Squares Algorithm for Adaptive Filter[J]. Acta Electronica Sinica, 1997, (10). DOI：

摘要

本文提出了一种基于全局均方误差最小准则的全局最小均方（ＴＬＭＳ）算法．在理论上分析了它的统计特性和收敛性，用数字仿真技术估计了它的性能．

Abstract

On the basis of total least mean squares error criterion

the paper proposes the total least meansquares （TLMS） algorithm. We give its statistical analysis

studie its global asymptotical convergence and evaluate its performances via computer simulations.

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