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 50 条
  • [41] Transmitter Precoding for Orthogonal Space-Time Block-Coded OFDM in Transmit-Antenna and Path-Correlated Channels
    Fu, Yu
    Krzymien, Witold A.
    Tellambura, Chintha
    [J]. 2006 IEEE 64TH VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-6, 2006, : 411 - +
  • [42] A RAKE-based iterative receiver for space-time block-coded multipath CDMA
    Jayaweera, SK
    Poor, HV
    [J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2004, 52 (03) : 796 - 806
  • [43] A novel single carrier space-time block-coded CDMA system with iterative receiver
    Tseng, Der-Feng
    Lai, Wei-Yu
    [J]. IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2007, E90A (11) : 2369 - 2376
  • [44] On The Performance of Space-Time Coded Multiuser MIMO Systems with Iterative Receivers
    Xiao, Pei
    Wu, Jinsong
    Sellathurai, Mathini
    Ratnarajah, T.
    [J]. 2009 IEEE VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-5, 2009, : 1330 - +
  • [45] Sub-optimal iterative MMSE receivers for space-time trellis coded CDMA systems in multi-path fading channels
    Ostuni, FS
    Nakhai, MR
    Aghvami, AH
    [J]. VTC2004-SPRING: 2004 IEEE 59TH VEHICULAR TECHNOLOGY CONFERENCE, VOLS 1-5, PROCEEDINGS, 2004, : 560 - 564
  • [46] Blind Adaptive MIMO Receivers for Space-Time Block-Coded DS-CDMA Systems in Multipath Channels Using the Constant Modulus Criterion
    de Lamare, Rodrigo C.
    Sampaio-Neto, Raimundo
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2010, 58 (01) : 21 - 27
  • [47] Space-time block-coded OFDM systems with RF beamformers for high-speed indoor wireless communications
    Li, KH
    Ingram, MA
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2002, 50 (12) : 1899 - 1901
  • [48] Channel estimation and equalization for space-time block coded systems in frequency selective fading channels
    Li, L
    Yao, YD
    Li, HB
    [J]. GLOBECOM '01: IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-6, 2001, : 300 - 304
  • [49] Joint detection for space-time block-coded TD-CDMA systems
    Wang, YM
    Ran, XL
    Li, SH
    Yi, KC
    [J]. IEEE 55TH VEHICULAR TECHNOLOGY CONFERENCE, VTC SPRING 2002, VOLS 1-4, PROCEEDINGS, 2002, : 1007 - 1011
  • [50] Performance of space-time block-coded MC-CDMA system in multipath fading channel
    Li, H
    Yang, W
    Tan, ZH
    Cheng, SX
    [J]. IEEE 2005 International Symposium on Microwave, Antenna, Propagation and EMC Technologies for Wireless Communications Proceedings, Vols 1 and 2, 2005, : 1546 - 1550