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Scalable Content Delivery with Coded Caching in Multi-Antenna Fading Channels

  • Centrale Supélec Paris

Research output: Contribution to journalArticlepeer-review

55 Scopus citations

Abstract

We consider the content delivery problem in a fading multi-input single-output channel with cache-aided users. We are interested in the scalability of the equivalent content delivery rate when the number of users, K, is large. Analytical results show that, using coded caching and wireless multicasting, without channel state information at the transmitter, linear scaling of the content delivery rate with respect to K can be achieved in some different ways. First, if the multicast transmission spans over L independent sub-channels, e.g., in quasi-static fading if L = 1, and in block fading or multi-carrier systems if L>1, linear scaling can be obtained, when the product of the number of transmit antennas and the number of sub-channels scales logarithmically with K. Second, even with a fixed number of antennas, we can achieve the linear scaling with a threshold-based user selection requiring only one-bit feedbacks from the users. When CSIT is available, we propose a mixed strategy that combines spatial multiplexing and multicasting. Numerical results show that, by optimizing the power split between spatial multiplexing and multicasting, we can achieve a significant gain of the content delivery rate with moderate cache size.

Original languageEnglish
Article number8094982
Pages (from-to)548-562
Number of pages15
JournalIEEE Transactions on Wireless Communications
Volume17
Issue number1
DOIs
StatePublished - Jan 2018
Externally publishedYes

Keywords

  • Content delivery
  • broadcast channels
  • coded caching
  • massive MIMO

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