A blind channel equalization algorithm based on feed forward neural network

被引:0
|
作者
Zhang, X [1 ]
Li, LS [1 ]
Zhuo, DF [1 ]
Wang, AH [1 ]
Zhang, LY [1 ]
机构
[1] Taiyuan Heavy Machinery Inst, Coll Elect & Informat Engn, Taiyuan 030024, Peoples R China
关键词
feed forward neural network; blind equalization; transmission function; QAM;
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, a new Blind channel identification/equalization algorithm based on multiplayer feed forward neural network is proposed and the transmission function adapted to the neural network is analyzed. The computer simulations show that the convergence performance of new algorithm is better than traditional feed forward neural network algorithm.
引用
收藏
页码:335 / 338
页数:4
相关论文
共 50 条
  • [1] Neural network blind equalization algorithm Based on Feed Forward Neural Network
    Zhao, Huiqing
    PROCEEDINGS OF THE FIRST INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND ELECTRONIC TECHNOLOGY, 2015, 3 : 121 - 124
  • [2] An Improved Feed-Forward Neural Network Blind Equalization Algorithm Based on Construction Function
    Sun, Yunshan
    Zhang, Li-yi
    Li, Yanqin
    Zhang, Jin
    Chen, Youpin
    COMMUNICATIONS AND INFORMATION PROCESSING, PT 1, 2012, 288 : 454 - +
  • [3] An algorithm for blind channel equalization based on RBF neural network
    Zhang, Y
    Wang, GJ
    Wu, JG
    ICEMI'2003: PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOLS 1-3, 2003, : 417 - 420
  • [4] Feed-forward Neural Network Blind Equalization Algorithm Based on Super-Exponential Iterative
    Gao, Min
    Guo, Ye-cai
    Liu, Zhen-xing
    Guo, Ye-cai
    Zhang, Yan-ping
    2009 INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS, VOL 1, PROCEEDINGS, 2009, : 335 - +
  • [5] A blind equalization algorithm based on forward neural network in PAM system
    Zhang, LY
    Lu, R
    Wang, HK
    Sha, DG
    ISTM/2003: 5TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-6, CONFERENCE PROCEEDINGS, 2003, : 4717 - 4720
  • [6] A Study of Sudden Noise Resistance Based on Four-Layer Feed-Forward Neural Network Blind Equalization Algorithm
    Kang, Yanqi
    Zhang, Liyi
    ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, PT III, 2011, 7004 : 334 - +
  • [7] The Blind Equalization Algorithm Based on the Feedback Neural Network
    Zhang, Xiaoqin
    Zhang, Liyi
    ARTIFICIAL INTELLIGENCE AND COMPUTATIONAL INTELLIGENCE, PT II, 2011, 7003 : 575 - +
  • [8] Blind Equalization by Neural Network Based on RPROP Algorithm
    Xiao Ying
    Xu Hong-Zhou
    2008 4TH INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-31, 2008, : 2044 - +
  • [9] Blind equalization algorithm based on compensation fuzzy neural network
    Ying, Xiao
    Xing, Li Zhen
    Hua, Dong Yu
    CISP 2008: FIRST INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOL 1, PROCEEDINGS, 2008, : 75 - +
  • [10] A Blind Equalization Algorithm Based on Dynamic Fuzzy Neural Network
    Hou, Yongxing
    Bu, Qinghua
    FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 1, PROCEEDINGS, 2008, : 497 - 500