Title :
Blind Signal Extraction Method in Underdetermined Mixtures
Author :
Xiong, Ying ; Tang, Bin ; Liao, Jian-ming
Author_Institution :
Sch. of Electron. Eng., Univ. of Electron. Sci. & Technol., Chengdu
Abstract :
Based on a parametric planar rotation updated algorithm and the deflation technique, a blind signal extraction method is proposed in underdetermined mixtures. While extracting one, source signal from the mixtures and keeping size of the mixtures, a separated signal is concealed from the mixtures using the deflation technique. This procedure is repeated for the deflated mixtures until all source signals are separated. The method is easy to be implemented with fast convergent speed and unknown source numbers. Computer simulation confirms its validity.
Keywords :
blind source separation; feature extraction; vectors; blind signal extraction method; blind source separation; deflation technique; observed signal vector; parametric planar rotation update algorithm; source signal extraction; underdetermined mixture; Computational modeling; Computer simulation; Educational institutions; Radar signal processing; Receiving antennas; Signal processing; Signal processing algorithms; Source separation; Transmission line matrix methods; Vectors; Blind Signal Extraction; Blind Source Separation; deflation technique; fourth-order cumulants; kurtosis; underdetermine mixture;
Conference_Titel :
Apperceiving Computing and Intelligence Analysis, 2008. ICACIA 2008. International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-3427-5
Electronic_ISBN :
978-1-4244-3426-8
DOI :
10.1109/ICACIA.2008.4769986