Iterative receivers for space-time block-coded, OFDM systems in dispersive fading channels

被引:95
作者
Lu, B [1 ]
Wang, XD
Li, YG
机构
[1] Texas A&M Univ, Dept Elect Engn, College Stn, TX 77843 USA
[2] Georgia Inst Technol, Sch Elect & Comp Engn, Atlanta, GA 30332 USA
基金
美国国家科学基金会;
关键词
expectation-maximization; fast fading; minimum mean square error; orthogonal frequency-division multiplexing; space-time block codes; turbo principle; wireless dispersive channels;
D O I
10.1109/7693.994815
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 design of iterative. receivers for space-time block-coded orthogonal frequency-division multiplexing (STBC-OFDM) systems in unknown wireless dispersive fading channels, with or without outer channel coding. First, we propose a maximum-likelihood (ML) receiver for STBC-OFDM systems based on the expectation-maximization (EM) algorithm. By assuming that the fading processes remain constant over the, duration of one STBC code word and by exploiting the orthogonality property of the STBC As well as the OFDM modulation, we show that the EM-based receiver has a very low computational complexity and that the initialization of the EM receiver is based on the linear minimum mean square error (MMSE) channel estimate for both the pilot and the data transmission. Since the actual fading processes may vary within one STBC code word, we also analyze the effect of a modeling mismatch on the receiver performance and show both analytically and through simulations that the performance degradation due to such a mismatch is negligible for practical Doppler frequencies. We further propose a Turbo receiver based on the maximum a posteriori-EM algorithm for STBC-OFDM systems with outer channel coding. Compared with the previous noniterative receiver employing a decision-directed linear, channel estimator, the iterative receivers proposed here significantly improve the receiver performance and can approach the ML performance in typical wireless channels with very fast fading, at a reasonable computational complexity well suited for real-time implementations.
引用
收藏
页码:213 / 225
页数:13
相关论文
共 23 条
[1]  
AGRAWAL D, 1998, P IEEE VEH TECHN C 1
[2]   A simple transmit diversity technique for wireless communications [J].
Alamouti, SM .
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 1998, 16 (08) :1451-1458
[3]  
[Anonymous], P INT S TURB COD REL
[4]   OPTIMAL DECODING OF LINEAR CODES FOR MINIMIZING SYMBOL ERROR RATE [J].
BAHL, LR ;
COCKE, J ;
JELINEK, F ;
RAVIV, J .
IEEE TRANSACTIONS ON INFORMATION THEORY, 1974, 20 (02) :284-287
[5]  
BAUCH G, 1999, P 1999 INT C COMM IC
[6]   Near optimum error correcting coding and decoding: Turbo-codes [J].
Berrou, C ;
Glavieux, A .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1996, 44 (10) :1261-1271
[7]  
BLUM RS, 2000, C INF SCI SYST PRINC
[8]  
COZZO C, 1999, 33 AS C SIGN SYST CO, P613
[9]   Sequence estimation in the presence of random parameters via the EM algorithm [J].
Georghiades, CN ;
Han, JC .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1997, 45 (03) :300-308
[10]   Adaptive antenna arrays for OFDM systems with cochannel interference [J].
Li, Y ;
Sollenberger, NR .
IEEE TRANSACTIONS ON COMMUNICATIONS, 1999, 47 (02) :217-229