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Applications of Deep Learning in Satellite Communication: A Survey

  • Yuanzhi He,
  • Biao Sheng,
  • Yuan Li,
  • Changxu Wang,
  • Xiang Chen,
  • Jinchao Liu

摘要

Satellite communication is a key aspect of future 6G networks, and the impact of artificial intelligence technology utilizing deep learning on satellite communications has garnered significant interest. This paper outlines the current research status of deep learning applications in satellite communication from the perspective of the physical layer, data link layer, and network layer. It also examines the limitations of deep learning in satellite communication applications and anticipates potential research directions for the future.