Title :
Research on blind source separation and blind beamforming
Author :
Zhao, Bin ; Yang, Jun-an ; Zhang, Min
Author_Institution :
Electron. Eng. Inst., Hefei, China
Abstract :
This paper presents a novel blind separation method to determine the order of the separated signals in communication signal processing. Firstly, the number of sources is estimated, then the received signals are separated and the direction-of-arrival (DOA) is obtained simultaneously, finally the order of the separated signals is determined. Experimental results are discussed to illustrate the proposed method and show that it not only can determine the order of the separated communication signals correctly but also has the advantage of simplicity and better performance on source separation.
Keywords :
array signal processing; blind source separation; direction-of-arrival estimation; matrix algebra; signal sampling; telecommunication signalling; blind beamforming; blind source separation; communication signal processing; direction-of-arrival estimation; source estimation; Array signal processing; Blind source separation; Direction of arrival estimation; Linear antenna arrays; Robustness; Sampling methods; Signal analysis; Signal processing; Signal processing algorithms; Source separation; Blind Beamforming; Blind Source Separation; Communication Signal Processing;
Conference_Titel :
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location :
Guangzhou, China
Print_ISBN :
0-7803-9091-1
DOI :
10.1109/ICMLC.2005.1527711