DocumentCode :
1270408
Title :
Iterative receivers for space-time block-coded OFDM systems in dispersive fading channels
Author :
Lu, Bao-Liang ; Wang, Xiaodong ; Li, Ye Geoffrey
Author_Institution :
Dept. of Electr. Eng., Texas A&M Univ., College Station, TX, USA
Volume :
1
Issue :
2
fYear :
2002
fDate :
4/1/2002 12:00:00 AM
Firstpage :
213
Lastpage :
225
Abstract :
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
Keywords :
OFDM modulation; block codes; channel coding; computational complexity; data communication; dispersive channels; fading channels; iterative methods; least mean squares methods; optimisation; radio receivers; turbo codes; Doppler frequencies; EM-based receiver; ML receiver; MMSE channel estimate; STBC code word; STBC-OFDM systems; channel coding; data transmission; decision-directed linear channel estimator; dispersive fading channels; expectation-maximization algorithm; iterative receivers; linear minimum mean square error; low computational complexity; maximum a posteriori-EM algorithm; maximum-likelihood receiver; modeling mismatch; noniterative receiver; orthogonal frequency-division multiplexing; real-time implementations; receiver performance; simulations; space-time block-coded OFDM systems; turbo receiver; wireless dispersive fading channels; Channel coding; Computational complexity; Dispersion; Fading; Frequency division multiplexing; Iterative algorithms; Maximum likelihood estimation; Mean square error methods; OFDM modulation; Performance analysis;
fLanguage :
English
Journal_Title :
Wireless Communications, IEEE Transactions on
Publisher :
ieee
ISSN :
1536-1276
Type :
jour
DOI :
10.1109/7693.994815
Filename :
994815
Link To Document :
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