Channel Estimation and Equalization Using Backpropagation Neural Networks in OFDM Systems

被引:0
作者
Moustafa, Mohamed M. A.
El-Ramly, Salwa H. A.
机构
来源
WOCN: 2009 IFIP INTERNATIONAL CONFERENCE ON WIRELESS AND OPTICAL COMMUNICATIONS NETWORKS | 2009年
关键词
Channel estimation; equalization; OFDM; flat fading; BPNN;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Orthogonal frequency-division multiplexing (OFDM) systems are used to improve communication quality and capacity. This paper proposes using backpropagation neural networks (BPNNs) for channel estimation and equalization for OFDM systems. Simulation results show that the BER performance of the BPNN technique is better than other considered technique.
引用
收藏
页码:137 / +
页数:2
相关论文
共 50 条
  • [41] Channel Estimation and Symbol Demodulation for OFDM Systems Over Rapidly Varying Multipath Channels With Hybrid Deep Neural Networks
    Gumus, Mucahit
    Duman, Tolga M.
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2023, 22 (12) : 9361 - 9373
  • [42] Online Extreme Learning Machine-Based Channel Estimation and Equalization for OFDM Systems
    Liu, Jun
    Mei, Kai
    Zhang, Xiaochen
    Ma, Dongtang
    Wei, Jibo
    IEEE COMMUNICATIONS LETTERS, 2019, 23 (07) : 1276 - 1279
  • [43] Improved Channel Estimation Using Wavelet Denoising for OFDM and OFDMA Systems
    Wang Xue
    Zhao Lin-jing
    Li Jian-dong
    2009 INTERNATIONAL CONFERENCE ON ADVANCED INFORMATION NETWORKING AND APPLICATIONS WORKSHOPS: WAINA, VOLS 1 AND 2, 2009, : 129 - 133
  • [44] Channel Estimation in OFDM Systems Using a Controlled Superimposition of Training Sequences
    Nair, Jinesh P.
    Kumar, Ratnam V. Raja
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2010, 29 (02) : 349 - 360
  • [45] Channel Estimation Using Matrix Factorization Based Interpolation for OFDM Systems
    Suga, Norisato
    Sasaki, Ryohei
    Furukawa, Toshihiro
    2019 IEEE 90TH VEHICULAR TECHNOLOGY CONFERENCE (VTC2019-FALL), 2019,
  • [46] Trend Analysis Pilot Aided Channel Estimation in OFDM Systems
    Moustafa, Mohamed M. A.
    12TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION TECHNOLOGY: ICT FOR GREEN GROWTH AND SUSTAINABLE DEVELOPMENT, VOLS 1 AND 2, 2010, : 1704 - 1707
  • [47] Channel Estimation in OFDM Systems Using a Controlled Superimposition of Training Sequences
    Jinesh P. Nair
    Ratnam V. Raja Kumar
    Circuits, Systems and Signal Processing, 2010, 29 : 349 - 360
  • [48] Channel estimation for OFDM systems using superimposed training
    Xu, Daofeng
    Yang, Luxi
    2005 1st IEEE/IFIP International Conference in Central Asia on Internet (ICI), 2005, : 5 - 9
  • [49] Artificial Neural Network Channel Estimation Based on Levenberg-Marquardt for OFDM Systems
    Cebrail Çiflikli
    A. Tuncay Özşahin
    A. Çağrı Yapici
    Wireless Personal Communications, 2009, 51 : 221 - 229
  • [50] Channel Estimation in OFDM Systems with Unknown Interference
    Morelli, Michele
    Moretti, Marco
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2009, 8 (10) : 5338 - 5347