DocumentCode
1297043
Title
Adaptive blind equalization for MIMO systems uadaptive blind equalization for MIMO systems under α-stable noise environmentnder α-stable noise environment
Author
Sen, Li ; Tianshuang, Qiu ; Daifeng, Zha
Volume
13
Issue
8
fYear
2009
fDate
8/1/2009 12:00:00 AM
Firstpage
609
Lastpage
611
Abstract
The presence of non-Gaussian impulsive noise in wireless system can degrade the performance of existing equalizers and signal detectors. In this paper, the problem of blind source separation and equalization for MIMO systems in heavy-tailed impulsive noise is studied. A generalized multiuser constant modulus cost function by employing the fractional lower-order statistic of the equalizer input signal is proposed. The associated adaptive blind equalization algorithm based on a stochastic gradient descent method is defined as fractional lower-order multi-user constant modulus algorithm (FLOS MU CMA). Computer simulations are presented to illustrate the performance of the new algorithm.
Keywords
MIMO communication; adaptive equalisers; blind equalisers; blind source separation; MIMO systems; adaptive blind equalization; blind source separation; computer simulations; fractional lower-order multi-user constant modulus algorithm; multiuser constant modulus cost function; non-Gaussian impulsive noise; signal detectors; stochastic gradient descent method; wireless system; 1f noise; Adaptive equalizers; Blind equalizers; Blind source separation; Cost function; Degradation; Detectors; MIMO; Signal detection; Working environment noise; ¿-stable distribution; constant modulus algorithm; fractional lower-order statistics; MIMO equalization.;
fLanguage
English
Journal_Title
Communications Letters, IEEE
Publisher
ieee
ISSN
1089-7798
Type
jour
DOI
10.1109/LCOMM.2009.081982
Filename
5200901
Link To Document