DocumentCode
1882045
Title
Iterative receivers for space-time block coded OFDM systems in dispersive fading channels
Author
Lu, Ben ; Wang, Xiaodong ; Li, Ye Geoffrey
Author_Institution
Dept. of Electr. Eng., Texas A&M Univ., College Station, TX, USA
Volume
1
fYear
2001
fDate
2001
Firstpage
514
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 codeword, 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 codeword, we also analyze the effect of a modelling 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 (MAP)-EM algorithm for STBC-OFDM systems with outer channel coding. Compared with the previous non-iterative 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; dispersive channels; fading channels; iterative decoding; least mean squares methods; maximum likelihood decoding; radio receivers; turbo codes; MAP-EM algorithm; ML receiver; STBC-OFDM; computational complexity; expectation-maximization algorithm; fading channels; iterative receivers; linear MMSE channel estimate; maximum a posteriori algorithm; maximum-likelihood receiver; minimum mean square error; modelling mismatch; outer channel coding; performance; space-time block coded orthogonal frequency-division multiplexing; turbo receiver; unknown wireless dispersive channels; Channel coding; Computational complexity; Data communication; Dispersion; Fading; Frequency division multiplexing; Iterative algorithms; Maximum likelihood estimation; OFDM modulation; Performance analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Global Telecommunications Conference, 2001. GLOBECOM '01. IEEE
Conference_Location
San Antonio, TX
Print_ISBN
0-7803-7206-9
Type
conf
DOI
10.1109/GLOCOM.2001.965170
Filename
965170
Link To Document