A WIDELY LINEAR AFFINE PROJECTION ALGORITHM

被引：4
|
作者：
Xia, Yili [1 ]
Took, Clive Cheong [1 ]
Javidi, Soroush [1 ]
Mandic, Danilo P. [1 ]
机构：
[1] Univ London Imperial Coll Sci Technol & Med, Dept Elect & Elect Engn, London SW7 2BT, England
来源：
2009 IEEE/SP 15TH WORKSHOP ON STATISTICAL SIGNAL PROCESSING, VOLS 1 AND 2 | 2009年
关键词：
Widely linear modelling; affine projection algorithm; complex-valued noncircular signals; augmented complex statistics; augmented CLMS (ACLMS); COMPLEX; PREDICTION;
D O I：
10.1109/SSP.2009.5278562
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 widely linear affine projection algorithm (WL-APA) utilising the full second order statistical information in the complex domain C is proposed. It is based on recent developments in augmented complex statistics, CR calculus, and the widely linear modelling in C, making it suitable for the processing of noncircular complex valued signals. Simulations on circular and noncircular benchmark and real-world noncircular wind signals show the effectiveness of WL-APA as compared to standard APA.
引用
收藏
页码：373 / 376
页数：4
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