A SE-CMA based blind equalization for MIMO systems

被引:0
|
作者
Shi, K [1 ]
Zhang, XD [1 ]
机构
[1] Tsing Hua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
来源
2004 7TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS 1-3 | 2004年
关键词
blind equalization; SE-CMA; MIMO systems;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we investigate adaptive blind source separation and equalization for linear multiple input multiple output (MIMO) systems. To effectively recover input signals. remove inter-symbol interference (ISI) and suppress inter-user interference (IUI), a sign error constant modulus algorithm (SE-CMA) is proposed for MIMO systems. Computer simulation results illustrate the promising performance of the proposed method. Without channel identification, the proposed method can recover all the system inputs simultaneously and can be adaptive to channel changes without prior knowledge about signals. Furthermore, this algorithm substantially reduces word length requirement, which will contribute to numerical accuracy and hardware simplicity in finite word length fixed point implementation.
引用
收藏
页码:1674 / 1677
页数:4
相关论文
共 50 条
  • [31] DISTRIBUTED BLIND EQUALIZATION IN NETWORKED SYSTEMS
    Liu, Ying
    Cai, Yunlong
    2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2017, : 4296 - 4300
  • [32] A Constant Modulus Algorithm (CMA) for Blind Acoustic Communication Channel Equalization with Improved Convergence Using Switching between Projected CMA and Algebraic Step Size CMA
    Lim, Jun-Seok
    Pyeon, Yong-Guk
    JOURNAL OF THE ACOUSTICAL SOCIETY OF KOREA, 2015, 34 (05): : 394 - 402
  • [33] Iterative blind equalization based on gibbs sampler for SIMO communication systems
    Qiao, Liang
    Zheng, Hui
    Sichuan Daxue Xuebao (Gongcheng Kexue Ban)/Journal of Sichuan University (Engineering Science Edition), 2015, 47 (03): : 123 - 129
  • [34] Blind channel identification and equalization in OFDM-Based multiantenna systems
    Bölcskei, H
    Heath, RW
    Paulraj, AJ
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2002, 50 (01) : 96 - 109
  • [35] A two-stage CMA-based receiver for blind joint equalization and multiuser detection in high data-rate DS-CDMA systems
    Gelli, G
    Paura, L
    Verde, F
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2004, 3 (04) : 1209 - 1223
  • [36] A Novel CMA plus FDD_LMS Blind Equalization Algorithm for Underwater Acoustic Communication
    Sun, Jianqiu
    Li, Xingguang
    Chen, Kang
    Cui, Wei
    Chu, Ming
    COMPUTER JOURNAL, 2020, 63 (06) : 974 - 981
  • [37] Blind Equalization Based on Evolution Strategies
    Song Yu Zhang Xianda Li Yanda Dept AutomationTsinghua University Beijing
    通信学报, 1997, (03) : 61 - 65
  • [38] Per-tone equalization for MIMO OFDM systems
    Leus, G
    Moonen, M
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2003, 51 (11) : 2965 - 2975
  • [39] A system-theoretic foundation for blind equalization of an FIR MIMO channel system
    Inouye, Y
    Liu, RW
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-FUNDAMENTAL THEORY AND APPLICATIONS, 2002, 49 (04): : 425 - 436
  • [40] Semi-blind Layered Space-Frequency Equalization for Single-Carrier MIMO systems with block transmission
    Sarperi, Luciano
    Zhu, Xu
    Nandi, Asoke K.
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2008, 7 (04) : 1203 - 1207