Speeding Up Future Video Distribution via Channel-Aware Caching-Aided Coded Multicast

被引:30
作者
Cacciapuoti, Angela Sara [1 ]
Caleffi, Marcello [1 ]
Ji, Mingyue [2 ,3 ]
Llorca, Jaime [4 ]
Tulino, Antonia Maria [1 ,4 ]
机构
[1] Univ Naples Federico II, Dept Elect Engn & Informat Technol, I-80125 Naples, Italy
[2] Broadcom Ltd, San Jose, CA 92127 USA
[3] Univ Southern Calif, Los Angeles, CA 90089 USA
[4] Nokia Bell Labs, Murray Hill, NJ 07974 USA
基金
美国国家科学基金会;
关键词
Video distribution; coded multicast; caching; wireless channel; degraded broadcast channel; BROADCAST CHANNELS;
D O I
10.1109/JSAC.2016.2577198
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Future Internet usage will be dominated by the consumption of a rich variety of online multimedia services accessed from an exponentially growing number of multimedia capable mobile devices. As such, future Internet designs will be challenged to provide solutions that can deliver bandwidth-intensive delay-sensitive on-demand video-based services over increasingly crowded and bandwidth-limited wireless access networks. One of the main reasons for the bandwidth stress facing wireless network operators is the difficulty to exploit the multicast nature of the wireless medium when wireless users or access points rarely experience the same channel conditions or access the same content at the same time. In this paper, we present and analyze a novel wireless video delivery paradigm based on the combined use of channel-aware caching and coded multicasting that allows simultaneously serving multiple cache-enabled receivers that may be requesting different content and experiencing different channel conditions. To this end, we reformulate the caching-aided coded multicast problem as a joint source-channel coding problem and design an achievable scheme that preserves the cache-enabled multiplicative throughput gains of the error-free scenario, by guaranteeing per-receiver rates unaffected by the presence of receivers with worse channel conditions.
引用
收藏
页码:2207 / 2218
页数:12
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