Pseudo affine projection sign algorithm for robust system identification

被引:8
作者
Ban, S. J. [1 ]
Kim, S. W. [1 ]
机构
[1] Pohang Univ Sci & Technol, Dept Elect & Elect Engn, Pohang 790784, Kyungbuk, South Korea
关键词
ADAPTIVE ALGORITHMS;
D O I
10.1049/el.2010.1193
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A pseudo affine projection sign algorithm is proposed in which the weighted taxicab norm is minimised as the cost function and an approximation technique is applied according to the Gauss-Seidel method. The proposed algorithm not only has improved misalignment performance when the system output signals are contaminated by outliers, but also has low computational complexity as compared to the conventional affine projection algorithm.
引用
收藏
页码:865 / U87
页数:2
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