Novel Blind Channel Equalization Iterative Algorithm Based on Decorrelation Method

被引:0
作者
Sun, Lijun [1 ]
He, Ying [2 ]
机构
[1] Henan Univ Technol, Sch Informat Sci & Engn, Zhengzhou 450000, Henan, Peoples R China
[2] Henan Business Coll, Dept Comp, Zhengzhou, Henan, Peoples R China
来源
2007 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-15 | 2007年
基金
河南省科学基金;
关键词
blind equalization; iterative; decorrelation;
D O I
10.1109/WICOM.2007.333
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In digital wireless communications, Blind equalization without training sequence or any priori knowledge of the channel dynamics has become a topic problem, and one of its most important performance criterions is the convergence speed. Traditional constant modulus algorithm (CMA) with many advantages is a popular blind equalization approach, but its slower convergence rate is unsuitable for the compensation of the multipath fading wireless channels. In this paper, a novel blind channel equalization algorithm is presented by introducing a decorrelation factor into the equalization process. The improvement in convergence rate as well as residual MSE of the proposed algorithm is confirmed by computer simulation results.
引用
收藏
页码:1312 / +
页数:3
相关论文
共 9 条
[1]   Convergence analysis of the constant modulus algorithm [J].
Dabeer, O ;
Masry, E .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2003, 49 (06) :1447-1464
[2]   A fast linear programming algorithm for blind equalization [J].
Ding, Z ;
Luo, ZQ .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2000, 48 (09) :1432-1436
[3]   Fast and low complexity blind equalization via subgradient projections [J].
Erdogan, AT ;
Kizilkale, C .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2005, 53 (07) :2513-2524
[4]   A hybrid adaptive blind equalization algorithm for QAM signals in wireless communications [J].
He, L ;
Amin, MG ;
Reed, C ;
Malkemes, RC .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2004, 52 (07) :2058-2069
[5]   Blind equalization using the constant modulus criterion: A review [J].
Johnson, CR ;
Schniter, P ;
Endres, TJ ;
Behm, JD ;
Brown, DR ;
Casas, RA .
PROCEEDINGS OF THE IEEE, 1998, 86 (10) :1927-1950
[6]  
Litwin L. R. Jr., 1999, IEEE Potentials, V18, P9, DOI 10.1109/45.796095
[7]  
Proakis J.G., 1995, DIGITAL COMMUNICATIO
[8]  
Rappaport T. S., 1996, WIRELESS COMMUNICATI
[9]   SUPER-EXPONENTIAL METHODS FOR BLIND DECONVOLUTION [J].
SHALVI, O ;
WEINSTEIN, E .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1993, 39 (02) :504-519