DocumentCode
337854
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
Volume
5
fYear
1999
fDate
1999
Firstpage
2897
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 1999. Proceedings., 1999 IEEE International Conference on
Conference_Location
Phoenix, AZ
ISSN
1520-6149
Print_ISBN
0-7803-5041-3
Type
conf
DOI
10.1109/ICASSP.1999.761368
Filename
761368
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