DocumentCode :
3272959
Title :
A consideration of blind source separation for non-linear mixture
Author :
Matsumoto, Hiroki ; Takasaki, Shuntaro ; Otani, Nobuo ; Furukawa, Toshihiro
Author_Institution :
Maebashi Inst. of Technol., Japan
fYear :
2005
fDate :
13-16 Dec. 2005
Firstpage :
169
Lastpage :
172
Abstract :
In a conventional blind source separation, we assume linear channel for mixed process. But, in many cases, the channels for biomedical signals are nonlinear channel. So we cannot use the conventional method. Then, we present non-liner model using Volterra series, and we propose a new blind source separation method for non-liner model.
Keywords :
Volterra series; blind source separation; medical signal processing; Volterra series; biomedical signals; blind source separation; nonlinear channel; nonlinear mixture; Biomedical measurements; Blind source separation; Computer simulation; Convolution; Cost function; Density functional theory; Entropy; Probability density function; Silicon compounds; Tin;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Signal Processing and Communication Systems, 2005. ISPACS 2005. Proceedings of 2005 International Symposium on
Print_ISBN :
0-7803-9266-3
Type :
conf
DOI :
10.1109/ISPACS.2005.1595373
Filename :
1595373
Link To Document :
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