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电子学报  2001 

一种自适应全局最小平均p-范数算法

, PP. 1848-1851

Keywords: 自适应滤波,系统辨识,α-稳定噪声,lp距离,TLMP算法

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Abstract:

本文给出了适应于α-稳定噪声环境中自适应滤波和系统辨识的全局最小平均p-范数算法,其是总体最小二乘方法在脉冲噪声中的推广.本文还定义了全局lp模误差和推导了点到直线的lp距离,并在此基础上导出了全局最小平均p-范数算法.对所给算法进行了仿真实验研究,结果显示其性能优于著名的LMP算法.

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