A class of new criteria for blind deconvolution

被引:0
作者
Fan, LF
Zhang, H
Zha, GM
Huang, SJ
机构
来源
ICSP '98: 1998 FOURTH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II | 1998年
关键词
blind deconvolution; cumulant; blind equalization; ISI;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Complex signal and system models are considered In this paper, a class of new criteria, which is based on higher-order cumulant. is derived for blind deconvolution, it is pointed out that blind deconvolution may be realized by maximize or minimize the normalized cumulant of the system output, this exhibit a new approach of statistics matching for blind deconvolution. As an example, a new blind deconvolution(equalization) algorithm is proposed. and computer simulation results are included to demonstrate the performance of the proposed algorithm.
引用
收藏
页码:1374 / 1377
页数:4
相关论文
共 10 条
[1]  
AMBLARD PO, 1996, SIGNAL PROCESS, V53, P25
[2]   ROBUST IDENTIFICATION OF A NON-MINIMUM PHASE SYSTEM - BLIND ADJUSTMENT OF A LINEAR EQUALIZER IN DATA COMMUNICATIONS [J].
BENVENISTE, A ;
GOURSAT, M ;
RUGET, G .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1980, 25 (03) :385-399
[3]   Blind deconvolution via cumulant extrema [J].
Cadzow, JA .
IEEE SIGNAL PROCESSING MAGAZINE, 1996, 13 (03) :24-42
[4]  
FAN LF, IN PRESS J ELECT
[6]   TUTORIAL ON HIGHER-ORDER STATISTICS (SPECTRA) IN SIGNAL-PROCESSING AND SYSTEM-THEORY - THEORETICAL RESULTS AND SOME APPLICATIONS [J].
MENDEL, JM .
PROCEEDINGS OF THE IEEE, 1991, 79 (03) :278-305
[7]   BISPECTRUM ESTIMATION - A DIGITAL SIGNAL-PROCESSING FRAMEWORK [J].
NIKIAS, CL ;
RAGHUVEER, MR .
PROCEEDINGS OF THE IEEE, 1987, 75 (07) :869-891
[8]   METHOD OF SELF-RECOVERING EQUALIZATION FOR MULTILEVEL AMPLITUDE-MODULATION SYSTEMS [J].
SATO, Y .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1975, CO23 (06) :679-682
[9]   NEW CRITERIA FOR BLIND DECONVOLUTION OF NONMINIMUM PHASE SYSTEMS (CHANNELS) [J].
SHALVI, O ;
WEINSTEIN, E .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1990, 36 (02) :312-321
[10]   SUPER-EXPONENTIAL METHODS FOR BLIND DECONVOLUTION [J].
SHALVI, O ;
WEINSTEIN, E .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1993, 39 (02) :504-519