Samenvatting
We consider cache-aided wireless communication scenarios where each user requests both a file from an a-priori generated cacheable library (referred to as 'content'), and an uncacheable 'non-content' message generated at the start of the communication session. This scenario is easily found in real-world wireless networks, where the two types of traffic coexist and share limited radio resources. We focus our investigation on single-transmitter wireless networks with cache-aided receivers, where the wireless channel is modelled by a degraded Gaussian broadcast channel (GBC). For this setting, we study the (normalized) delay-rate trade-off, which characterizes the content delivery time and non-content communication rates that can be achieved simultaneously. We propose a scheme based on the separation principle, which isolates the coded caching problem from the physical layer transmission problem, and prove its information-theoretic order optimality up to a multiplicative factor of 2.01. A key insight emerging from our scheme is that substantial amounts of non-content traffic can be communicated while maintaining the minimum content delivery time, achieved in the absence of non-content messages; compliments of 'topological holes' arising from asymmetries in wireless channel gains.
Originele taal-2 | Engels |
---|---|
Titel | 2020 IEEE International Symposium on Information Theory (ISIT) |
Uitgeverij | Institute of Electrical and Electronics Engineers |
Pagina's | 1693-1698 |
Aantal pagina's | 6 |
ISBN van elektronische versie | 978-1-7281-6432-8 |
DOI's | |
Status | Gepubliceerd - 24 aug. 2020 |
Extern gepubliceerd | Ja |
Evenement | 2020 IEEE International Symposium on Information Theory, ISIT 2020 - Los Angeles, Verenigde Staten van Amerika Duur: 21 jun. 2020 → 26 jun. 2020 |
Congres
Congres | 2020 IEEE International Symposium on Information Theory, ISIT 2020 |
---|---|
Land/Regio | Verenigde Staten van Amerika |
Stad | Los Angeles |
Periode | 21/06/20 → 26/06/20 |
Financiering
The work is supported by the European Research Council under the ERC grant agreement N. 789190 (project CARENET), and the ERC grant agreement N. 725929 (project DUALITY).
Financiers | Financiernummer |
---|---|
European Union’s Horizon Europe research and innovation programme | 725929, 789190 |
European Research Council |