UAV Enabled Content Distribution for Internet of Connected Vehicles in 5G Heterogeneous Networks

被引:39
|
作者
Su, Zhou [1 ,2 ]
Dai, Minghui [1 ]
Xu, Qichao [1 ]
Li, Ruidong [3 ]
Zhang, Hongbing [4 ]
机构
[1] Shanghai Univ, Sch Mechatron Engn & Automat, Shanghai 200072, Peoples R China
[2] Xi An Jiao Tong Univ, Sch Cyber Sci & Engn, Xian 710049, Peoples R China
[3] Natl Inst Informat & Commun Technol, Tokyo 1840015, Japan
[4] Shanghai DaoCloud Network Technol Co Ltd, Shanghai 200433, Peoples R China
基金
日本学术振兴会;
关键词
Games; Quality of experience; Delays; Batteries; Optimization; Connected vehicles; Unmanned aerial vehicles; Heterogeneous networks (HetNets); unmanned aerial vehicles (UAVs); Internet of connected vehicles (IoCVs); content distribution; coalition game; COALITION-FORMATION GAME; CONTENT DELIVERY; OPTIMIZATION; DESIGN;
D O I
10.1109/TITS.2020.3043351
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The increasing development of Internet of Things (IoT) has led to the emergence of Internet of connected vehicles (IoCVs). These vehicles with various functionalities have the potential prospects for improving the quality of experience (QoE) of vehicle users. Moreover, the use of unmanned aerial vehicles (UAVs) in flying networks extends the connectivity and universality of IoT, and these UAVs with caching and communication capacities can support various services. However, due to the heterogeneity of vehicular networks and flying networks, the communication performance and content distribution between UAVs and IoCVs expose new challenges in heterogeneous networks (HetNets). Therefore, in this paper, a novel content distribution mechanism between UAVs and IoCVs is proposed to improve the QoE of vehicle users. Specifically, we first develop a novel content distribution architecture for UAVs and IoCVs in HetNets, where the content is distributed by UAV content providers to IoCVs. Next, we establish an optimization problem of content distribution between UAVs and IoCVs to minimize the transmission delay. In order to stimulate UAVs and IoCVs to join content distribution, the utilities of UAVs and IoCVs are formulated, respectively. Moreover, we design a coalition game between UAVs and IoCVs to determine the optimal strategy of content distribution. Finally, simulation results demonstrate that the proposed mechanism can significantly improve the performance of content distribution compared with the conventional mechanisms.
引用
收藏
页码:5091 / 5102
页数:12
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