Joint service improvement and content placement for cache-enabled heterogeneous cellular networks

被引:4
作者
Dai, Haibo [1 ]
Wang, Yi [2 ]
Zhou, Tianqing [3 ]
Yang, Luxi [4 ]
机构
[1] Nanjing Univ Posts & Telecommun, Sch Internet Things, Nanjing 210003, Peoples R China
[2] Zhengzhou Univ Aeronaut, Sch Elect & Commun Engn, Zhengzhou 450046, Henan, Peoples R China
[3] East China Jiaotong Univ, Sch Informat Engn, Nanchang 330013, Jiangxi, Peoples R China
[4] Southeast Univ, Sch Informat Sci & Engn, Nanjing 210096, Jiangsu, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
cellular radio; telecommunication traffic; iterative methods; quality of service; nonlinear programming; integer programming; joint service improvement; content placement; cache-enabled heterogeneous cellular networks; base stations; transmission latency reduction; extra-high throughput; optimal trade-off problem; sum-of-effective rates; backhaul saving; quality-of-service requirements; user terminals; backhaul traffic constraints; nonlinear optimisation problem; UT association; power control; three-tier iterative algorithm; DEVICE-TO-DEVICE; USER ASSOCIATION; RESOURCE OPTIMIZATION; SUM RATE; ALLOCATION; EDGE;
D O I
10.1049/iet-spr.2018.5135
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
Caching popular contents in the storage of base stations (BSs) has emerged as a promising solution for reducing the transmission latency and providing extra-high throughput. This study tackles the optimal trade-off problem between the sum of effective rates and backhaul saving through joint service improvement and content placement in cache-enabled heterogeneous cellular networks while guaranteeing the quality-of-service requirements of all user terminals (UTs) and backhaul traffic constraints of all BSs. However, there exists an intractable issue of mixing the integer nature into the feasible region in the nonlinear optimisation problem. To this end, the authors decompose the optimisation problem into three subproblems by alternately fixing two of three classes of variables (i.e. UT association, power control, and content placement). Aiming at these subproblems, they, respectively, convert them into the tractable forms and propose the corresponding algorithms. By combining them, they propose a three-tier iterative algorithm for jointly optimising UT association and cache placement. Finally, numerical results have verified the effectiveness of proposed schemes.
引用
收藏
页码:253 / 261
页数:9
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