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
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;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2003.817855