Title :
Utilization of finite-alphabet (FA) signals for the underdetermined blind source separation in a weakly nonlinear channel
Author :
Kim, Byoung Soo ; Kim, Jong Kuk ; Nam, Sang Wom
Author_Institution :
Dept. of Electr. & Comput. Eng., Hanyang Univ., Seoul, South Korea
Abstract :
In this paper, an underdetermined blind source separation in a weakly static (or memoryless) nonlinear channel with multi-input and single-output (MISO) is proposed. For that purpose, the finite alphabet coding, and a real-time self-organizing map algorithm are utilized. Finally, some simulation results, obtained by considering application of the proposed approach to power-line communications, are provided to demonstrate its validity.
Keywords :
blind source separation; carrier transmission on power lines; channel coding; memoryless systems; self-organising feature maps; MISO channel; finite alphabet coding; finite-alphabet signals; memoryless nonlinear channel; multi-input single-output channel; power-line communications; real-time self-organizing map algorithm; underdetermined blind source separation; weakly nonlinear channel; Art; Attenuation; Blind source separation; MIMO; Organizing; Power amplifiers; Signal processing; Source separation; Transformers; Transmitters;
Conference_Titel :
Intelligent Signal Processing and Communication Systems, 2004. ISPACS 2004. Proceedings of 2004 International Symposium on
Print_ISBN :
0-7803-8639-6
DOI :
10.1109/ISPACS.2004.1439030
