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
相关论文
共 50 条
  • [41] A Deep Learning-Based Approach to Resource Allocation in UAV-aided Wireless Powered MEC Networks
    Feng, Wanmei
    Tang, Jie
    Zhao, Nan
    Zhang, Xiuyin
    Wang, Xianbin
    Wong, Kai-Kit
    IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC 2021), 2021,
  • [42] A Dynamic Trajectory Control Algorithm for Improving the Communication Throughput and Delay in UAV-Aided Networks
    Fadlullah, Zubair Md
    Takaishi, Daisuke
    Nishiyama, Hiroki
    Kato, Nei
    Miura, Ryu
    IEEE NETWORK, 2016, 30 (01): : 100 - 105
  • [43] Joint Optimisation of Real-Time Deployment and Resource Allocation for UAV-Aided Disaster Emergency Communications
    Tan Do-Duy
    Long D Nguyen
    Duong, Trung Q.
    Khosravirad, Saeed R.
    Claussen, Holger
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2021, 39 (11) : 3411 - 3424
  • [44] On the Performance of UAV-Aided Content Caching in Small-Cell Networks with Joint Transmission
    Wei, Menghan
    Chen, Youjia
    Ding, Ming
    ELECTRONICS, 2021, 10 (09)
  • [45] Joint Game Theory and Greedy Optimization Scheme of Computation Offloading for UAV-Aided Network
    Luo, Zhiyong
    Huang, Ao
    2021 31ST INTERNATIONAL TELECOMMUNICATION NETWORKS AND APPLICATIONS CONFERENCE (ITNAC), 2021, : 198 - 203
  • [46] Joint computation offloading and deployment optimization in multi-UAV-enabled MEC systems
    Chen, Zheyi
    Zheng, Hongqiang
    Zhang, Jianshan
    Zheng, Xianghan
    Rong, Chunming
    PEER-TO-PEER NETWORKING AND APPLICATIONS, 2022, 15 (01) : 194 - 205
  • [47] Joint Aerial-Terrestrial Resource Management in UAV-Aided Mobile Radio Networks
    Verdone, Roberto
    Mignardi, Silvia
    IEEE NETWORK, 2018, 32 (05): : 70 - 75
  • [48] Joint computation offloading and deployment optimization in multi-UAV-enabled MEC systems
    Zheyi Chen
    Hongqiang Zheng
    Jianshan Zhang
    Xianghan Zheng
    Chunming Rong
    Peer-to-Peer Networking and Applications, 2022, 15 : 194 - 205
  • [49] Joint UAV Deployment and User Scheduling for Wireless Powered Wearable Networks
    Wang, Xiaojie
    Wan, Xin
    Ji, Hongjing
    Hu, Hao
    Chen, Ziqiang
    Xiao, Yulong
    IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (12): : 21299 - 21311
  • [50] Joint Deployment and Power Optimization for UAV Relay in Multiuser Networks
    Ji, Ang
    Wu, Jianjun
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022