Blind Source Separation U sing Variable Step-Size Adaptive Algorithm in Frequency Domain

  • Park Keun-Soo (Dept. of Electronics Eng., Pusan Nat'l University) ;
  • Lee Kwang-Jae (LG Phillips Display Technical Support Team) ;
  • Park Jang-Sik (Dept. of Visual Technologies, Dongeui Institute of Technology) ;
  • Son Kyung Sik (Dept. of Electronics Eng., Pusan Nat'l University)
  • 발행 : 2005.06.01

초록

This paper introduces a variable step-size adaptive algorithm for blind source separation. From the frequency characteristics of mixed input signals, we need to adjust the convergence speed regularly in each frequency bin. This algorithm varies a step-size according to the magnitude of input at each frequency bin. This guarantee of the regular convergence in each frequency bin would become more efficient in separation performances than conventional fixed step-size FDICA. Computer simulation results show the improvement of about 5 dB in signal to interference ratio (SIR) and the better separation quality.

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