Reference-based blind source separation using a deflation approach

被引:15
|
作者
Adib, A
Aboutajdine, D
机构
[1] Inst Sci, Rabat, Morocco
[2] Fac Sci Rabat, GSCM, Rabat, Morocco
关键词
contrast functions; reference systems; deflation procedure; higher-order statistics;
D O I
10.1016/j.sigpro.2005.04.004
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
We address the problem of blind source separation using both a reference system and a deflation approach. First, we generalize a multi-input single-output contrast function in considering a reference system. Then, a gradient-based deflation procedure is derived to extract the source signals one by one. A computer simulation shows that the proposed algorithm possesses a good behavior and thus the use of a reference system within a deflation procedure could be interesting in the source separation context. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:1943 / 1949
页数:7
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