Delay Optimization Design for Multi-UAVs Mobile Edge Computing Systems Based on MIMO

被引:0
|
作者
Zou Yikun [1 ]
Wang Gang [1 ]
Wang Jinlong [1 ]
Liu Haoyang [1 ]
机构
[1] Harbin Inst Technol, Sch Elect & Informat Engn, Harbin 150001, Peoples R China
基金
中国国家自然科学基金;
关键词
UAV communication; Mobile Edge Computing (MEC); MIMO; Trajectory optimization;
D O I
10.11999/JEIT211360
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
The rapid growth of data and the computing limitations of devices have spawned Mobile Edge Computing (MEC) solutions in Internet of Things. Among them, the high maneuverability, easy deployment and low cost of the Unmanned Aerial Vehicle (UAV) swarm and Multiple Input Multiple Output (MIMO) technology can enhance the transmission capacity and shorten the transmission delay in the MEC network. In this paper, the maximum total delay of the system are minimized by jointly optimizing the UAV trajectory, ground users'ratio of data offloaded, assisted UAV's ratio of data offloaded and assisted UAV'sratio of data allocation in the multi-UAVs MIMO-MEC system, in which successive convex optimization technology and block coordinate descent method are used to solve the non-convex problem. The factors affecting the system delay are discussed, and the effectiveness and convergence of the algorithm is verified in the simulation results.
引用
收藏
页码:881 / 889
页数:9
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