Heterogeneous Networks Relying on Full-Duplex Relays and Mobility-Aware Probabilistic Caching

被引:23
|
作者
Tan, Le Thanh [1 ]
Hu, Rose Qingyang [1 ]
Hanzo, Lajos [2 ]
机构
[1] Utah State Univ, Dept Elect & Comp Engn, Logan, UT 84322 USA
[2] Univ Southampton, Sch Elect & Comp Sci, Southampton SO17 1BJ, Hants, England
基金
英国工程与自然科学研究理事会; 美国国家科学基金会; 欧洲研究理事会;
关键词
User mobility; coded caching; particle swarm; optimization; assignment algorithm; full-duplex communications; SMALL-CELL; WIRELESS; CHALLENGES; DELIVERY;
D O I
10.1109/TCOMM.2019.2904506
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
Joint optimal resource allocation and probabilistic caching design is conceived for device-to-device (D2D) communications in a heterogeneous wireless network (HetNet) relying on full-duplex (FD) relays. In particular, popular contents can be cached at user devices and at relays that are located close to users. A user may request the contents of interest from another user via D2D communications and also from a nearby relay equipped with FD radios. If the requested contents are not found in the buffers of other users/relays within the coverage range, users may opt for connecting to the macro base station (MBS) via a relay by using an FD communication. Furthermore, we propose a beneficial mobility-aware coded caching philosophy for D2D communications in the HetNet considered. Especially, we model the mobility pattern of users as discrete random jumps and exploit coded caching for improving the throughput attained. Subsequently, we develop mathematical models for analyzing the throughput in the presence of edge caching, where both the system-level co-channel interference and the FD self-interference are considered. We circumvent the high complexity of stochastic optimization by developing low-complexity optimization. Finally, numerical results are presented to illustrate the theoretical findings developed in this paper and quantify the throughput gains attained.
引用
收藏
页码:5037 / 5052
页数:16
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