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

Xiaoling Yang, Lin Zhang, Yan Feng, Zhiqiang Wu

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Pages (from-to)1677-1688
Number of pages12
JournalIEEE Transactions on Cognitive Communications and Networking
Volume8
Issue number4
DOIs
StatePublished - Dec 1 2022
Externally publishedYes

ASJC Scopus Subject Areas

  • Hardware and Architecture
  • Computer Networks and Communications
  • Artificial Intelligence

Keywords

  • Correlated noise
  • deep learning
  • fast fading channel
  • residual convolutional neural network aided denoiser
  • soft decoder

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