Title :
A channel order independent method for blind equalization of MIMO systems
Author :
Xavier, João ; Barroso, Victor
Author_Institution :
Inst. de Sistemas e Robotica, Inst. Superior Tecnico, Lisbon, Portugal
Abstract :
We study blind equalization of noisy MIMO-FIR systems driven by white sources. We present a new second order statistics (SOS) based approach which does not require the knowledge of the channel order. This technique blindly transforms a convolutive mixture of users into an instantaneous one. Thus, in the special case of a single user (SIMO systems), an estimate of the input signal is readily obtained. Computer simulations results illustrate the promising performance of the proposed technique. We compare our method with the multistep prediction (MSP) approach (in the context of SIMO systems), and evaluate the algorithm capability in globally nulling the intersymbol interference (ISI) for MIMO systems
Keywords :
MIMO systems; blind equalisers; interference suppression; intersymbol interference; noise; statistical analysis; ISI nulling; MVDR beamformers; SIMO systems; blind equalization; channel order independent method; computer simulations results; convolutive mixture; input signal estimation; instantaneous mixture; intersymbol interference; linear FIR system; matrices; multistep prediction; noisy MIMO-FIR systems; second order statistics; single user systems; white sources; Blind equalizers; Computer simulation; Contracts; Data models; Equations; Intersymbol interference; MIMO; Prediction theory; Robustness; Statistics;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location :
Phoenix, AZ
Print_ISBN :
0-7803-5041-3
DOI :
10.1109/ICASSP.1999.761368