Robust Estimation Method for Adaptive Signal Processing

沈越泓; 杨英; 钱祖平

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Robust Estimation Method for Adaptive Signal Processing

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- Robust Estimation Method for Adaptive Signal Processing
- Acta Electronica Sinica Issue 10, (1996)
- 作者机构：
  
  南京通信工程学院
- 作者简介：
- 基金信息：
- DOI：
  CLC： TN911.7
- Published：1996
- 稿件说明：
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[1]沈越泓,杨英,钱祖平.稳健估计的自适应信号处理方法[J].电子学报,1996(10):57-62+68.

沈越泓, 杨英, 钱祖平. Robust Estimation Method for Adaptive Signal Processing[J]. Acta Electronica Sinica, 1996, (10).
[1]沈越泓,杨英,钱祖平.稳健估计的自适应信号处理方法[J].电子学报,1996(10):57-62+68. DOI：

沈越泓, 杨英, 钱祖平. Robust Estimation Method for Adaptive Signal Processing[J]. Acta Electronica Sinica, 1996, (10). DOI：

摘要

本文把应用数学学科研究的热门方法之一＂稳健估计（ＲＥ）＂［１－４］应用于自适应信号处理系统中，理论分析和计算机模拟结果都证明ＲＥ方法在实际应用中，基本保持了最小二乘估计（ＬＳＥ）的优点，同时，在抗大噪声和抗突出值干扰方面，优于ＬＳＥ方法，提高了自适应信号处理系统的稳定性和可靠性。

Abstract

This paper proposes that the robust estimation method[1-4] be applied to a adaptive signal processing system. The theoritical analysis and simulation results show that the tolerance to the noise of the adaptive signal processing system is improved by the use of the robust estimation method.

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