Decentralized Asynchronous Coded Caching Design and Performance Analysis in Fog Radio Access Networks

被引:25
|
作者
Jiang, Yanxiang [1 ,2 ,3 ]
Huang, Wenlong [1 ]
Bennis, Mehdi [4 ,5 ]
Zheng, Fu-Chun [1 ,6 ]
机构
[1] Southeast Univ, Natl Mobile Commun Res Lab, Nanjing 210096, Peoples R China
[2] Xidian Univ, State Key Lab Integrated Serv Networks, Xian 710071, Peoples R China
[3] Chinese Acad Sci, Shanghai Inst Microsyst & Informat Technol, Key Lab Wireless Sensor Network & Commun, 865 Changning Rd, Shanghai 200050, Peoples R China
[4] Univ Oulu, Ctr Wireless Commun, Oulu 90014, Finland
[5] Kyung Hee Univ, Dept Comp Engn, Seoul, South Korea
[6] Harbin Inst Technol, Sch Elect & Informat Engn, Shenzhen 518055, Peoples R China
基金
英国工程与自然科学研究理事会;
关键词
Fog radio access networks; asynchronous coded caching; coded-multicasting; fronthaul load; FUNDAMENTAL LIMITS; DELIVERY;
D O I
10.1109/TMC.2019.2896970
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we investigate the problem of asynchronous coded caching in fog radio access networks (F-RANs). To minimize the fronthaul load, the encoding set collapsing rule and encoding set partition method are proposed to establish the relationship between the coded-multicasting contents for asynchronous and synchronous coded caching. Furthermore, a decentralized asynchronous coded caching scheme is proposed, which provides asynchronous and synchronous transmission methods for different delay requirements. The closed-form expression of the fronthaul load is established for the special case where the number of requests during each time slot is fixed, and the upper and lower bounds of the fronthaul load are given for the general case where the number of requests during each time slot is random. The simulation results show that our proposed scheme can create considerable coded-multicasting opportunities in asynchronous request scenarios.
引用
收藏
页码:540 / 551
页数:12
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