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A Residual CNN Based Denoiser for Reliable Recovery of Bit Stream With Applications to Soft Channel Decoding

  • 【作者】Xiaoling Yang,Lin Zhang,Yan Feng,Zhiqiang Wu
  • 【作者单位】1School of Electronics and Information Technology, Sun Yat-sen University, Guangzhou, China 2School of Information Science and Technology, Tibet University, Lhasa, China 3Department of Electrical Engineering, Tibet University, Lhasa, China 4China and Wright State University, Dayton, United States
  • 【年份】2022
  • 【页码】1
  • 【关键词】Decoding Noise reduction Data preprocessing Convolutional neural networks Signal to noise ratio Feature extraction Fading channels 
  • 【摘要】 The noise existent in practical systems degrades reliability performances, especially when delivering data over fast fading channels with the correlated noise. To address this issue, we propose a residual convolutional neural network aided denoiser ...
  • 【文献类型】 期刊
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