Blind paraunitary equalization

被引:3
作者
Icart, Sylvie [1 ]
Comon, Pierre [1 ]
Rota, Ludwig [2 ]
机构
[1] Univ Nice, CNRS, UMR 6070, Lab 13S, F-06903 Sophia Antipolis, France
[2] Orange Business Serv, Sophia Antipolis, France
关键词
Blind deconvolution; Blind equalization; Multiple-input/multiple-output (MIMO); High order statistics (HOS); Paraunitary filter; Pairwise cumulants; HIGHER-ORDER STATISTICS; DECONVOLUTION; SEPARATION; IDENTIFICATION; CONTRASTS; SYSTEMS; FACTORIZATION; CRITERIA; SIGNALS; NOISE;
D O I
10.1016/j.sigpro.2008.08.014
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this paper a blind multiple-input/multiple-output (MIMO) space-time equalizer is described, dedicated to convolutive mixtures when observations have been pre-whitened, Filters preserving space-time whiteness are paraunitary; a parameterization of such filters with plane rotations is proposed. Theoretical developments then lead to a numerical algorithm that sweeps all pairs of delayed outputs. This algorithm involves the solution of a polynomial system in two unknowns, whose coefficients depend on the output cumulants. Simulations and performance of the numerical algorithm are reported. (C) 2008 Elsevier B.V. All rights reserved.
引用
收藏
页码:283 / 290
页数:8
相关论文
共 50 条
[1]   On Jacobi-type methods for blind equalization of paraunitary channels [J].
Sorensen, Mikael ;
De Lathauwer, Lieven ;
Icart, Sylvie ;
Deneire, Luc .
SIGNAL PROCESSING, 2012, 92 (03) :617-624
[2]   Improved super-exponential algorithm for blind equalization [J].
Wu, Dan ;
Gu, Xuemai ;
Guo, Qing .
DIGITAL SIGNAL PROCESSING, 2009, 19 (03) :444-451
[3]   Generalized eigenvector algorithm for blind equalization [J].
Jelonnek, B ;
Boss, D ;
Kammeyer, KD .
SIGNAL PROCESSING, 1997, 61 (03) :237-264
[4]   Symbol-Rate Blind Equalization based on Constrained Blind Separation [J].
Wu, Zhengwei ;
Kassam, Saleem A. .
2015 49TH ANNUAL CONFERENCE ON INFORMATION SCIENCES AND SYSTEMS (CISS), 2015,
[5]   Survey of Blind Equalization Algorithms [J].
Zhang Duan-jin ;
Yang Lin ;
Liu Na .
INTERNATIONAL CONFERENCE OF CHINA COMMUNICATION (ICCC2010), 2010, :579-584
[6]   Adaptive algorithms for blind channel equalization in impulsive noise [J].
Abrar, Shafayat ;
Zerguine, Azzedine ;
Abed-Meraim, Karim .
SIGNAL PROCESSING, 2022, 201
[7]   Blind Equalization of Square-QAM Signals: A Multimodulus Approach [J].
Abrar, Shafayat ;
Nandi, Asoke K. .
IEEE TRANSACTIONS ON COMMUNICATIONS, 2010, 58 (06) :1674-1685
[8]   Adaptive Blind Equalization in Impulsive Noise [J].
Abrar, Shafayat ;
Zerguine, Azzedine ;
Abed-Meraim, Karim .
2020 54TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS, AND COMPUTERS, 2020, :1415-1419
[9]   Cost Function of Blind Channel Equalization [J].
Alaghbari, Khaled Ab Aziz ;
Tan, Alan W. C. ;
Lim, Heng Siong .
2012 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT AND ADVANCED SYSTEMS (ICIAS), VOLS 1-2, 2012, :665-669
[10]   BLIND EQUALIZATION WITHOUT GAIN IDENTIFICATION [J].
VERDU, S ;
ANDERSON, BDO .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1993, 39 (01) :292-297