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

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.
Document type :
Journal articles
Liste complète des métadonnées

https://hal.archives-ouvertes.fr/hal-01656408
Contributor : Sheng Yang <>
Submitted on : Tuesday, December 5, 2017 - 4:08:36 PM
Last modification on : Tuesday, November 27, 2018 - 2:04:56 PM

Links full text

Identifiers

Citation

Khac-Hoang Ngo, Sheng Yang, Mari Kobayashi. Scalable Content Delivery with Coded Caching in Multi-Antenna Fading Channels. IEEE Transactions on Wireless Communications, Institute of Electrical and Electronics Engineers, In press, 17 (1), pp.548-562. ⟨10.1109/TWC.2017.2768361⟩. ⟨hal-01656408⟩

Share

Metrics

Record views

205