Title :
DSP implementation of real-time blind signal separation using simultaneous perturbation method
Author :
Nakamura, Masatoshi ; Maeda, Yutaka
Author_Institution :
Dept. of Electr. Eng., Kansai Univ., Suita, Japan
Abstract :
Blind signal separation is a technique to extract original signals by using plural observed signals that are mixtures of original signals. In this paper, realization of the real-time blind signal separation using the simultaneous perturbation method is described. We use the simultaneous perturbation method to update separation matrix. Then the simultaneous perturbation method does not use probability densities of the original signals. The system is implemented on digital signal processor. Details of the implementation are described. A result is shown.
Keywords :
blind source separation; digital signal processing chips; perturbation techniques; real-time systems; recursive estimation; DSP implementation; digital signal processor; plural observed signal; probability density; real time blind signal separation; signal extraction; simultaneous perturbation method;
Conference_Titel :
SICE 2003 Annual Conference
Conference_Location :
Fukui, Japan
Print_ISBN :
0-7803-8352-4