• DocumentCode
    808179
  • Title

    A deflation algorithm for the blind source-factor separation of MIMO-FIR channels driven by colored sources

  • Author

    Kawamoto, Mitsuru ; Inouye, Yujiro

  • Author_Institution
    Dept. of Electron. & Control Syst. Eng., Shimane Univ., Japan
  • Volume
    10
  • Issue
    11
  • fYear
    2003
  • Firstpage
    343
  • Lastpage
    346
  • Abstract
    The letter proposes a new iterative deflation algorithm to solve the blind source-factor separation for the outputs of multiple-input-multiple-output finite-impulse response (MIMO-FIR) channels driven by source signals that are temporally correlated but spatially uncorrelated. Using the proposed algorithm, filtered versions of the source signals, each of which is the contribution of each source signal to the outputs of MIMO-FIR channels, are extracted one by one from the mixtures of source signals.
  • Keywords
    MIMO systems; blind source separation; iterative methods; MIMO-FIR channels; blind source-factor separation; colored sources; iterative deflation algorithm; multiple-input-multiple-output finite-impulse response channels; temporal correlation; Control systems; Deconvolution; Equations; Finite impulse response filter; Iterative algorithms; Statistics; Systems engineering and theory; Transforms;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/LSP.2003.817855
  • Filename
    1237633