Cache-Aided K-User Broadcast Channels With State Information at Receivers

Research output: Contribution to journalArticlepeer-review

Abstract

We study a K-user coded-caching broadcast problem in a joint source-channel coding framework. The transmitter observes a database of files that are being generated at a certain rate per channel use, and each user has a cache, which can store a fixed fraction of the generated symbols. In the delivery phase, the transmitter broadcasts a message so that the users can decode their desired files using the received signal and their cache content. The communication between the transmitter and the receivers happens over a (deterministic) time-varying erasure broadcast channel, and the channel state information is only available to the users. We characterize the maximum achievable source rate for the 2-user and the degraded K-user problems. We provide an upper bound for any caching strategy's achievable source rates. Finally, we present a linear programming formulation to show that the upper bound is not a sharp characterization. Closing the gap between the achievable rate and the optimum rate remains open.

Original languageEnglish (US)
Pages (from-to)2518-2537
Number of pages20
JournalIEEE Transactions on Information Theory
Volume70
Issue number4
DOIs
StatePublished - Apr 1 2024

Bibliographical note

Publisher Copyright:
© 1963-2012 IEEE.

Keywords

  • Coded caching
  • broadcast channel
  • joint source-channel coding
  • wireless networks

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