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Coded multicasting for content delivery over predictable time-varying satellite communication networks

  • Fan Xu
  • , Shuo Shao*
  • , Meixia Tao
  • , Qin Huang
  • , Qifa Yan
  • , Xiaohu Tang
  • *Corresponding author for this work
  • Peng Cheng Laboratory
  • Shanghai Jiao Tong University
  • Southwest Jiaotong University

Research output: Contribution to journalArticlepeer-review

Abstract

With the development of astronautic technology, communication satellites now have a tremendous gain in both quantity and quality, and have already shown their capability on multi-functional converged communication other than telecommunication. Under this circumstance, increasing the transmission efficiency of satellite communication network becomes a top priority. In this paper, we focus on content delivery service on satellite networks, where each ground station may have prefetched some file fragments. We cast this problem into a coded caching framework so as to exploit the coded multicast gain for minimizing the satellite communication load. We first propose an optimization-based coded multicast scheme by considering the special property that the satellite network topology is predictable and time-variant. Then, a greedy based fast algorithm is proposed, which can tremendously reduce the computation complexity with a small loss in optimality. Simulation experiments conducted on two Walker constellation satellite networks show that our proposed coded multicast method can efficiently reduce the communication load of satellite networks.

Original languageEnglish
Pages (from-to)339-367
Number of pages29
JournalChina Communications
Volume20
Issue number6
DOIs
StatePublished - 1 Jun 2023

Keywords

  • coded multicast
  • content delivery
  • greedy algorithm
  • satellite communication

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