Browsing by Author "da886b5e-b65d-4c76-b41f-95b31460a516"

Now showing items 1-2 of 2

    • Deep-learning-based physical layer authentication for industrial wireless sensor networks 
      Liao, Run Fa; Wen, Hong; Wu, Jinsong; Pan, Fei; Xu, Aidong; Jiang, Yixin; Xie, Feiyi; Cao, Minggui (MDPI AG, 2019)
      In this paper, a deep learning (DL)-based physical (PHY) layer authentication framework is proposed to enhance the security of industrial wireless sensor networks (IWSNs). Three algorithms, the deep neural network (DNN)-based ...
    • The rayleigh fading channel prediction via deep learning 
      Liao, Run-Fa; Wen, Hong; Wu, Jinsong; Song, Huanhuan; Pan, Fei; Dong, Lian (Wiley-Hindawi, 2018)
      This paper presents a multi-time channel prediction system based on backpropagation (BP) neural network with multi-hidden layers, which can predict channel information effectively and benefit for massive MIMO performance, ...