Multilayer feedforward neural network based efficient spectrum occupancy prediction scheme for Cognitive Radio system

被引:0
|
作者
Li, Huangyu [1 ]
Xu, Xiaodong [1 ]
Wu, Baoxue [1 ]
Chen, Xin [1 ]
机构
[1] Wireless Technology Innovation (WTI) Institute, Key Laboratory of Universal Wireless Communications (Ministry of Education), Beijing University of Posts and Telecommunications, Beijing 100876, China
来源
关键词
D O I
10.12733/jcis10102
中图分类号
学科分类号
摘要
引用
收藏
页码:4017 / 4028
相关论文
共 50 条
  • [1] A Neural Network Based Spectrum Prediction Scheme for Cognitive Radio
    Tumuluru, Vamsi Krishna
    Wang, Ping
    Niyato, Dusit
    2010 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS - ICC 2010, 2010,
  • [2] Optimized Neural Network for Spectrum Prediction Scheme in Cognitive Radio
    P. Supraja
    S. Jayashri
    Wireless Personal Communications, 2017, 94 : 2597 - 2611
  • [3] Optimized Neural Network for Spectrum Prediction Scheme in Cognitive Radio
    Supraja, P.
    Jayashri, S.
    WIRELESS PERSONAL COMMUNICATIONS, 2017, 94 (04) : 2597 - 2611
  • [4] Hardware design methodology of multilayer feedforward neural network for spectrum sensing in cognitive radio
    Chatterjee S.R.
    Chowdhury J.
    Dhabal S.
    Chakraborty M.
    International Journal of Wireless and Mobile Computing, 2020, 19 (04): : 340 - 351
  • [5] Based on neural network spectrum prediction of Cognitive Radio
    Zhao Jianli
    Wang Mingwei
    Yuan Jinsha
    2011 INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS AND CONTROL (ICECC), 2011, : 762 - 765
  • [6] Contextual Neural-Network Based Spectrum Prediction for Cognitive Radio
    Huk, Maciej
    Mizera-Pietraszko, Jolanta
    2015 FOURTH INTERNATIONAL CONFERENCE ON FUTURE GENERATION COMMUNICATION TECHNOLOGY (FGCT), 2015,
  • [7] Prediction of Spectrum based on Improved RBF Neural Network in Cognitive Radio
    Zhang, Shibing
    Hu, Jinming
    Bao, Zhihua
    Wu, Jianrong
    PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON WIRELESS INFORMATION NETWORKS AND SYSTEMS (WINSYS 2013), 2013, : 241 - 245
  • [8] Spectrum Prediction in Cognitive Radio Based on Sequence to Sequence Neural Network
    Xing, Ling
    Li, Mingbing
    Wan, Yihe
    Wan, Qun
    ADVANCED HYBRID INFORMATION PROCESSING, ADHIP 2019, PT II, 2019, 302 : 343 - 354
  • [9] Artificial Neural Network Based Hybrid Spectrum Sensing Scheme for Cognitive Radio
    Vyas, Maunil R.
    Patel, D. K.
    Lopez-Benitez, M.
    2017 IEEE 28TH ANNUAL INTERNATIONAL SYMPOSIUM ON PERSONAL, INDOOR, AND MOBILE RADIO COMMUNICATIONS (PIMRC), 2017,
  • [10] Spectrum Prediction in Cognitive Radio with Hybrid Optimized Neural Network
    P. Supraja
    R. Pitchai
    Mobile Networks and Applications, 2019, 24 : 357 - 364