Iterative Joint Channel Estimation and Symbol Detection for Multi-User MIMO OFDM

被引:0
|
作者
Jiang, M. [1 ]
Akhtman, J. [1 ]
Guo, F. [1 ]
Hanzo, L. [1 ]
机构
[1] Univ Southampton, Sch ECS, Southampton SO17 1BJ, Hants, England
关键词
D O I
暂无
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
Multiple-Input-Multiple-Output (MIMO)Orthogonal Frequency Division Multiplexing (OFDM) systems have recently attracted substantial research interest. However, compared to Single-Input-Single-Output (SISO) systems, channel estimation in the MIMO scenario becomes more challenging, owing to the increased number of independent transmitter-receiver links to be estimated. In the context of the Bell LAyered Space-Time architecture (BLAST) or Space Division Multiple Access (SDMA) multi-user MIMO OFDM literature, no channel estimation technique allows the number of users to be higher than the number of receiver antennas, which is often referred to as an "overloaded" scenario. In this contribution we propose a new Genetic Algorithm (GA) assisted iterative joint channel estimation and multiuser detection approach for MIMO SDMA-OFDM systems, which exhibits a robust performance in the above-mentioned overloaded scenario. Furthermore, GA-aided Multi-User Detection (MUD) techniques found in the literature can only provide a hard-decision output, while the proposed GA is capable of providing "soft" outputs, hence achieving an improved performance with the aid of channel decoders. Finally, a range of simulation results are provided to demonstrate the superiority of the proposed scheme.
引用
收藏
页码:221 / 225
页数:5
相关论文
共 50 条
  • [1] Joint iterative time-variant channel estimation and multi-user detection for MIMO-OFDM systems
    Rossi, Pierluigi Salvo
    Mueller, Ralf R.
    [J]. GLOBECOM 2007: 2007 IEEE GLOBAL TELECOMMUNICATIONS CONFERENCE, VOLS 1-11, 2007, : 4263 - 4268
  • [2] Iterative receivers with channel estimation for multi-user MIMO-OFDM: complexity and performance
    Peter Hammarberg
    Fredrik Rusek
    Ove Edfors
    [J]. EURASIP Journal on Wireless Communications and Networking, 2012
  • [3] Iterative receivers with channel estimation for multi-user MIMO-OFDM: complexity and performance
    Hammarberg, Peter
    Rusek, Fredrik
    Edfors, Ove
    [J]. EURASIP JOURNAL ON WIRELESS COMMUNICATIONS AND NETWORKING, 2012, : 1 - 17
  • [4] Iterative joint channel estimation and multi-user detection for multiple-antenna aided OFDM systems
    Jiang, M.
    Akhtman, J.
    Hanzo, L.
    [J]. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2007, 6 (08) : 2904 - 2914
  • [5] Channel Estimation For A Multi-User MIMO-OFDM-IDMA System
    Venkatasubramanian, Akhilesh
    Krithika, V
    Partibane, B.
    [J]. 2017 INTERNATIONAL CONFERENCE ON COMMUNICATION AND SIGNAL PROCESSING (ICCSP), 2017, : 1823 - 1827
  • [6] Stochastic Optimization Assisted Joint Channel Estimation and Multi-User Detection for OFDM/SDMA
    Zhang, Jiankang
    Chen, Sheng
    Mu, Xiaomin
    Hanzo, Lajos
    [J]. 2012 IEEE VEHICULAR TECHNOLOGY CONFERENCE (VTC FALL), 2012,
  • [7] An Iterative Decision Directed Channel Estimation for Multi-user MIMO Systems
    Gaspar, Guilherme
    Ferreira, Afonso
    Montezuma, Paulo
    da Silvan, Mario Marques
    Dinis, Rui
    [J]. 2017 PROGRESS IN ELECTROMAGNETICS RESEARCH SYMPOSIUM - SPRING (PIERS), 2017, : 3699 - 3706
  • [8] A Joint Signal Detection and Channel Estimation Method in Multi-user MIMO Relay Systems
    Pan, Xinhong
    Luo, Xin
    Zhang, Zhihai
    Lin, Heyun
    Dong, Jingyi
    [J]. HP3C 2020: PROCEEDINGS OF THE 2020 4TH INTERNATIONAL CONFERENCE ON HIGH PERFORMANCE COMPILATION, COMPUTING AND COMMUNICATIONS, 2020, : 94 - 98
  • [9] Blind symbol synchronization of MIMO and multi-user OFDM systems
    Kuang, YJ
    Chen, QB
    Long, KP
    Li, Y
    [J]. ICCC2004: PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATION VOL 1AND 2, 2004, : 1476 - 1480
  • [10] Iterative joint channel estimation and signal detection in MIMO OFDM systems
    Song, BW
    Zhang, WJ
    Gui, L
    [J]. 2005 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING PROCEEDINGS, VOLS 1 AND 2, 2005, : 39 - 43