Transmitter induced cyclostationarity for blind channel equalization

被引:78
作者
Tsatsanis, MK [1 ]
Giannakis, GB [1 ]
机构
[1] UNIV VIRGINIA,DEPT ELECT ENGN,CHARLOTTESVILLE,VA 22903
基金
美国国家科学基金会;
关键词
D O I
10.1109/78.599947
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
Fractional sampling has received considerable interest recently as a means of developing blind equalization techniques without resorting to higher order statistics, Instead, cyclostationarity introduced at the receiver by fractional sampling is exploited, In this paper, we show that simpler solutions are possible if cyclostationarity is introduced at the transmitter instead of the receiver, We propose specific coding and interleaving strategies at the transmitter that induce cyclostationarity and facilitate the equalization task, Novel batch and adaptive equalization algorithms are derived that make no assumptions on the channel zeros locations. Subspace methods are also proposed and, in the absence of noise, guarantee perfect estimation from finite data, Synchronization issues and bandwidth considerations are briefly discussed, and simulation examples are presented.
引用
收藏
页码:1785 / 1794
页数:10
相关论文
共 35 条
[1]  
[Anonymous], 1981, Time series data analysis and theory, DOI 10.1201/b15288-24
[2]  
[Anonymous], P ICASSP
[3]   BLIND EQUALIZERS [J].
BENVENISTE, A ;
GOURSAT, M .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1984, 32 (08) :871-883
[4]   POWER SPECTRUM OF BLOCK-CODED MODULATION [J].
BIGLIERI, E ;
CAIRE, G .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1994, 42 (2-4) :1580-1585
[5]   BASEBAND TRELLIS CODES WITH A SPECTRAL NULL AT ZERO [J].
CALDERBANK, AR ;
LEE, TA ;
MAZO, JE .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1988, 34 (03) :425-434
[6]  
Chen C.-T., 1998, LINEAR SYSTEM THEORY
[7]   ASYMPTOTIC THEORY OF MIXED TIME AVERAGES AND KTH-ORDER CYCLIC-MOMENT AND CUMULANT STATISTICS [J].
DANDAWATE, AV ;
GIANNAKIS, GB .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1995, 41 (01) :216-232
[8]  
DING Z, 1994, IEEE T SIGNAL PROCES, V42, P1260
[9]  
Ding Z., 1994, CYCLOSTATIONARITY CO, P417
[10]  
GARDNER WA, 1991, IEEE SIGNAL PROC APR, P14