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
  • [41] Spectrum Decision for Efficient Routing in Cognitive Radio Network
    Saifan, Ramzi
    Kamal, Ahmed E.
    Guan, Yong
    9TH IEEE INTERNATIONAL CONFERENCE ON MOBILE AD-HOC AND SENSOR SYSTEMS (MASS 2012), 2012, : 371 - 379
  • [42] Radio Propagation Prediction Using Neural Network and Building Occupancy Estimation
    Inoue, Kazuya
    Ichige, Koichi
    Nagao, Tatsuya
    Hayashi, Takahiro
    2020 INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION (ISAP), 2021, : 315 - 316
  • [43] Optimization algorithm of cognitive radio spectrum sensing based on quantum neural network
    Liu K.
    Automatic Control and Computer Sciences, 2016, 50 (05) : 324 - 331
  • [44] A Spectrum Handoff Scheme based on Joint Location and Channel State Prediction in Cognitive Radio
    Jaffar, Jasrina
    Yusof, Sharifah K. S.
    Ahmad, Norulhusna
    Mustapha, Jawahir Che
    2018 2ND INTERNATIONAL CONFERENCE ON TELEMATICS AND FUTURE GENERATION NETWORKS (TAFGEN), 2018, : 137 - 142
  • [45] Improved Convolutional Neural Network Based Cooperative Spectrum Sensing For Cognitive Radio
    Uppala, Appala Raju
    Narasimhulu, C. Venkata
    Prasad, K. Satya
    KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2021, 15 (06): : 2128 - 2147
  • [46] Cooperative Spectrum Sensing based on Artificial Neural Network for Cognitive Radio Systems
    Zhang, Tingting
    Wu, Muqing
    Liu, Cuijie
    2012 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING (WICOM), 2012,
  • [47] SVM-Based Spectrum Mobility Prediction Scheme in Mobile Cognitive Radio Networks
    Wang, Yao
    Zhang, Zhongzhao
    Ma, Lin
    Chen, Jiamei
    SCIENTIFIC WORLD JOURNAL, 2014,
  • [48] Multi-Layer Perceptron Based Spectrum Prediction in Cognitive Radio Network
    Singh, Amit Kumar
    Ranjan, Rakesh
    WIRELESS PERSONAL COMMUNICATIONS, 2022, 123 (04) : 3539 - 3553
  • [49] Wavelet Transform and Artificial Neural Network Based Spectrum Sensing in Cognitive Radio
    Du Ruiyan
    Gao Fan
    Wang Xianchao
    Zhang Dandan
    Liu Fulai
    2018 3RD INTERNATIONAL CONFERENCE ON COMMUNICATION, IMAGE AND SIGNAL PROCESSING, 2019, 1169
  • [50] Multi-Layer Perceptron Based Spectrum Prediction in Cognitive Radio Network
    Amit Kumar Singh
    Rakesh Ranjan
    Wireless Personal Communications, 2022, 123 : 3539 - 3553