A Fast Converge Momentum Dual-Mode Modified Constant Modulus Blind Equalization Algorithm for High-Order QAM Signals

被引:0
|
作者
Yongjun Sun
Zhongfa Liang
Cuiyuan Jia
机构
[1] Xidian University,Department of Communication Engineering
来源
Wireless Personal Communications | 2015年 / 83卷
关键词
Blind equalization; High-order QAM modulation; Momentum dual-mode; CME;
D O I
暂无
中图分类号
学科分类号
摘要
A dual-mode blind channel equalization algorithm for high-order quadrature amplitude modulation (QAM) signals is proposed. The proposed algorithm, named momentum constellation matching error modified constant modulus algorithm (MCME–MCMA), firstly starts the equalization by momentum MCMA algorithm, and then introduces a constellation matching error term when it beginning to converge, which significantly reduces the steady-state mean square error (MSE). An optimized switching-point is provided and confirmed by simulations. Simulations demonstrate that MCME–MCMA improves the convergence rate and decreases the MSE by 5–7 dB for 64-QAM and 256-QAM compared with that of MCMA.
引用
收藏
页码:3045 / 3055
页数:10
相关论文
共 27 条
  • [21] Binary constant modulus blind equalization for multi-level QAM signals under Gaussian and non-Gaussian noise
    Li, Xiang
    Li, Bingbing
    Li, Jin
    Yao, Mingwu
    Nie, Weike
    AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2018, 96 : 154 - 163
  • [22] A Variable Step-Size Dual-Mode Blind Equalization Algorithm Based on Cadzow Theorem
    Zhu Tingting
    Wang Yinming
    2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 2048 - 2050
  • [23] Support Vector Machine-Based Blind Equalization for High-Order QAM With Short Data Length
    Liu, Xiaobei
    Guan, Yong Liang
    Xu, Qiang
    IEEE SIGNAL PROCESSING LETTERS, 2021, 28 : 259 - 263
  • [24] SVR Based Blind Signal Recovery for Convolutive MIMO Systems With High-Order QAM Signals
    Sun, Chao
    Yang, Ling
    Chen, Li
    Zhang, Jiliang
    IEEE ACCESS, 2019, 7 : 23249 - 23260
  • [25] Amplitude Transformation-Based Blind Equalization Part I: Suitable for High-Order PAM Signals
    Rao, Wei
    2011 3RD INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND INFORMATION APPLICATION TECHNOLOGY ESIAT 2011, VOL 10, PT B, 2011, 10 : 1276 - 1281
  • [26] l0-Norm Constraint Fractionally Spaced Dual-Mode Blind Equalization Algorithm for Sparse Multipath Channel
    Ma S.-Y.
    Wang B.
    Peng H.
    Tien Tzu Hsueh Pao/Acta Electronica Sinica, 2017, 45 (09): : 2302 - 2307
  • [27] EFFICIENT FAST BLIND EQUALIZATION WITH TWO-STAGE SINGLE/MULTILEVEL MODULUS AND DD ALGORITHM FOR 64/256/1024QAM WIRED CABLE COMMUNICATIONS
    Fan, Chin-Peng
    Liang, Wen-Hsuan
    Lee, Wei
    JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS, 2009, 32 (01) : 1 - 15