Joint User Association and Deployment Optimization for Delay-Minimized UAV-Aided MEC Networks

被引:24
|
作者
Han, Zihao [1 ,2 ]
Zhou, Ting [3 ,4 ]
Xu, Tianheng [1 ,4 ]
Hu, Honglin [1 ]
机构
[1] Chinese Acad Sci, Shanghai Adv Res Inst, Shanghai 201210, Peoples R China
[2] Univ Chinese Acad Sci, Sch Elect Elect & Commun Engn, Beijing 100049, Peoples R China
[3] Shanghai Univ, Sch Microelect, Shanghai 200444, Peoples R China
[4] Shanghai Frontier Innovat Res Inst, Shanghai 201100, Peoples R China
关键词
UAV; MEC; task delay; user association; UAV deployment; optimal transport theory;
D O I
10.1109/LWC.2023.3294749
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The development of computation-intensive and delay-sensitive smart applications has put forward great challenge to the current cellular networks. To cope with this challenge, unmanned aerial vehicles (UAVs) providing additional on-demand communication and computing services has become a promising technology. This letter proposes a novel task offloading framework in UAV-aided mobile edge computing (MEC) networks. Specifically, the MEC queuing delay is considered in the formulated problem, where the average task delay is minimized via jointly optimizing user association and UAV deployment. The optimal transport theory is introduced to analyze the user association sub-problem, and the UAV deployment is optimized by the classical particle swarm optimization algorithm. Simulation results show that the delay performance is significantly improved by the proposed algorithm.
引用
收藏
页码:1791 / 1795
页数:5
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