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 language | English (US) |
|---|---|
| Pages (from-to) | 2518-2537 |
| Number of pages | 20 |
| Journal | IEEE Transactions on Information Theory |
| Volume | 70 |
| Issue number | 4 |
| DOIs | |
| State | Published - 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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