Fractionally spaced blind equalization with low-complexity concurrent constant modulus algorithm and soft decisiondirected scheme

被引:7
|
作者
Chen, S [1 ]
Chng, ES
机构
[1] Univ Southampton, Sch Elect & Comp Sci, Southampton SO17 1BJ, Hants, England
[2] Nanyang Technol Univ, Sch Comp Engn, Singapore 639798, Singapore
关键词
fractionally spaced blind equalization; quadrature amplitude modulation; constant modulus algorithm; decision-directed adaptation;
D O I
10.1002/acs.849
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper proposes a low-complexity concurrent constant modulus algorithm (CMA) and soft decision-directed (SDD) scheme for fractionally spaced blind equalization of high-order quadrature amplitude modulation channels. We compare our proposed blind equalizer with the recently introduced state-of-art concurrent CMA and decision-directed (DD) scheme. The proposed CMA + SDD blind equalizer is shown to have simpler computational complexity per weight update, faster convergence speed, and slightly improved steady-state equalization performance, compared with the existing CMA + DD blind equalizer. Copyright (c) 2004 John Wiley & Sons, Ltd.
引用
收藏
页码:471 / 484
页数:14
相关论文
共 50 条
  • [41] A new blind equalization scheme for QAM systems based on fractionally-spaced equalizer
    Liu, Shun-Lan
    Dai, Ming-Zeng
    2007 INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CIRCUITS AND SYSTEMS PROCEEDINGS, VOLS 1 AND 2: VOL 1: COMMUNICATION THEORY AND SYSTEMS; VOL 2: SIGNAL PROCESSING, COMPUTATIONAL INTELLIGENCE, CIRCUITS AND SYSTEMS, 2007, : 850 - +
  • [42] Low-Complexity Variable Forgetting Factor Constant Modulus RLS-based Algorithm for Blind Adaptive Beamforming
    Qin, Boya
    Cai, Yunlong
    Champagne, Benoit
    Zhao, Minjian
    Yousefi, Siamak
    2013 ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, 2013, : 171 - 175
  • [43] Orthogonal Wavelet Transform Variable Step-size Multi-modulus Blind Equalization Algorithm Based on Fractionally Spaced
    Gong XiuLi
    Guo Yecai
    Chen Bin
    2011 INTERNATIONAL CONFERENCE ON AEROSPACE ENGINEERING AND INFORMATION TECHNOLOGY (AEIT 2011), 2011, : 84 - 89
  • [44] Fractionally spaced blind equalization algorithm for symbol synchronization tracking in underwater acoustic channels
    Liu, Zhong
    Luo, Yasong
    Peng, Pengfei
    Liu, Zhikun
    Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition), 2010, 38 (06): : 88 - 91
  • [45] A fractionally spaced blind equalization algorithm based on orthogonal wavelet transform and genetic optimization
    Liao, Juan
    Guo, Ye-Cai
    Liu, Zhen-Xing
    Ji, Juan-Juan
    Binggong Xuebao/Acta Armamentarii, 2011, 32 (03): : 268 - 273
  • [46] LOW-COMPLEXITY CONSTANT MODULUS ALGORITHMS FOR BLIND BEAMFORMING BASED ON SYMMETRICALLY DISTRIBUTED ARRAYS
    Zhang, Lei
    Liu, Wei
    Langley, Richard J.
    2011 IEEE STATISTICAL SIGNAL PROCESSING WORKSHOP (SSP), 2011, : 385 - 388
  • [47] Low-Complexity Training-Aided 2x2 MIMO Frequency Domain Fractionally-Spaced Equalization
    Pittala, Fabio
    Mezghani, Amine
    Slim, Israa
    Nossek, Josef A.
    2014 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXHIBITION (OFC), 2014,
  • [48] A new semi-blind constant modulus equalization algorithm
    Chen, Qing-Jia
    Wu, Qi-Hui
    Wang, Jin-Long
    2007 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATION SYSTEMS, VOLS 1 AND 2, 2007, : 164 - +
  • [49] A constant modulus blind channel equalization algorithm with accelerating convergence
    Xu, Hua
    Zheng, Hui
    2006 8TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-4, 2006, : 2104 - +
  • [50] Semi-Blind Equalization Using the Constant Modulus Algorithm
    Homana, Ioana
    Topa, Marina Dana
    Kirei, Botond Sandor
    PROCEEDINGS OF 2010 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION, QUALITY AND TESTING, ROBOTICS (AQTR 2010), VOLS. 1-3, 2010,