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
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 50 条
  • [41] A Simple Constant Modulus Algorithm for Blind Equalization Suitable for 16-QAM Signal
    Rao, Wei
    Yuan, Kang-min
    Guo, Ye-cai
    Yang, Chao
    ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS, 2008, : 1964 - +
  • [42] A stop-and-go dual-mode algorithm for blind equalization
    Tseng, CH
    Lin, CB
    IEEE GLOBECOM 1996 - CONFERENCE RECORD, VOLS 1-3: COMMUNICATIONS: THE KEY TO GLOBAL PROSPERITY, 1996, : 1427 - 1431
  • [43] A blind decision feedback equalizer for QAM signals based on the constant modulus algorithm
    Beasley, Antoinette
    Cole-Rhodes, Arlene
    MILCOM 2006, VOLS 1-7, 2006, : 500 - +
  • [44] Modified Constant Modulus Type (MCMT) Algorithm for Blind Channel Equalization
    Priyadarshi, Prakhar
    Rai, C. S.
    2017 2ND IEEE INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, SIGNAL PROCESSING AND NETWORKING (WISPNET), 2017, : 2517 - 2520
  • [45] Amplitude Transformation-Based Blind Equalization Part II: Suitable for High-Order QAM Signals
    Rao, Wei
    2011 3RD INTERNATIONAL CONFERENCE ON ENVIRONMENTAL SCIENCE AND INFORMATION APPLICATION TECHNOLOGY ESIAT 2011, VOL 10, PT B, 2011, 10 : 1282 - 1286
  • [46] NEW JOINT ALGORITHM OF BLIND DOPPLER PARAMETERS ESTIMATION FOR HIGH-ORDER QAM SIGNALS
    Yan, Huang Yan
    Hua, Peng
    Qiang, Li Jian
    SPAWC 2011: 2011 IEEE 12TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS, 2011, : 11 - 15
  • [47] Fast blind equalization by using frequency domain block constant modulus algorithm
    Yang, YG
    Cho, NI
    Lee, SU
    38TH MIDWEST SYMPOSIUM ON CIRCUITS AND SYSTEMS, PROCEEDINGS, VOLS 1 AND 2, 1996, : 1003 - 1006
  • [48] A modified constant modulus algorithm for blind equalization of time-varying channels
    Zhang, X
    Li, LS
    Zhang, LY
    WAVELET ANALYSIS AND ITS APPLICATIONS, AND ACTIVE MEDIA TECHNOLOGY, VOLS 1 AND 2, 2004, : 672 - 677
  • [49] Hybrid carrier recovery, blind equalization for high-order QAM signal constellations
    Beijing Embedded System Key Lab, Beijing University of Technology, Beijing, China
    IEEE Trans Consum Electron, 2008, 2 (333-335):
  • [50] Hybrid carrier recovery, blind equalization for high-order QAM signal constellations
    Lou, Huang
    Lin, Pingfen
    IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2008, 54 (02) : 333 - 335