Blind channel estimation using fractional sampling

被引:2
作者
Yatawatta, S [1 ]
Petropulu, AR [1 ]
Dattani, R [1 ]
机构
[1] Drexel Univ, Dept Elect & Comp Engn, Philadelphia, PA 19104 USA
关键词
band-limited channel; blind channel estimation; cyclic spectrum; cyclostationary inputs;
D O I
10.1109/TVT.2004.823551
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
We consider the problem of blind estimation of a communication channel based on the oversampled channel output. We propose a nonparametric approach that, based on the cyclic spectrum of the output, finds the channel phase response without neither the need of phase unwrapping nor channel length information. For band-limited channels, the cyclic spectrum has limited support. For this case, we propose an approximation for the discretized phase of the cyclic spectrum that, under certain conditions, results in a simpler channel estimation method. The proposed approach is applied to simulated data and real recordings and is compared to existing methods.
引用
收藏
页码:363 / 371
页数:9
相关论文
共 15 条
[1]   Frequency domain blind MIMO system identification based on second- and higher order statistics [J].
Chen, BN ;
Petropulu, AP .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2001, 49 (08) :1677-1688
[2]  
CHEN Y, 1993, P IEEE INT C AC SPEE, V4, P444
[3]   Characteristics of band-limited channels unidentifiable from second-order cyclostationary statistics [J].
Ding, Z .
IEEE SIGNAL PROCESSING LETTERS, 1996, 3 (05) :150-152
[4]  
Ding Z., 1994, CYCLOSTATIONARITY CO, P417
[5]   Exploitation of spectral redundancy in cylostationary signals [J].
Gardner, William A. .
IEEE SIGNAL PROCESSING MAGAZINE, 1991, 8 (02) :14-36
[6]  
GAZZAH H, 2001, P 6 INT S SIGN PROC, V1, P268
[7]   Blind estimation of multipath channel parameters: A modal analysis approach [J].
Kang, IS ;
Fitz, MP ;
Gelfand, SB .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1999, 47 (08) :1140-1150
[8]  
LI Y, 1994, IEEE T SIGNAL PROCES, V42, P3483
[9]   Blind channel approximation: Effective channel order determination [J].
Liavas, AP ;
Regalia, PA ;
Delmas, JP .
IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1999, 47 (12) :3336-3344
[10]   Recent developments in blind channel equalization: From cyclostationarity to subspaces [J].
Liu, H ;
Xu, GH ;
Tong, L ;
Kailath, T .
SIGNAL PROCESSING, 1996, 50 (1-2) :83-99