Air-Ground Integrated Mobile Edge Networks: Architecture, Challenges, and Opportunities

被引:240
|
作者
Cheng, Nan [1 ]
Xu, Wenchao [1 ]
Shi, Weisen [1 ]
Zhou, Yi [2 ]
Lu, Ning [3 ]
Zhou, Haibo [4 ]
Shen, Xuemin [1 ]
机构
[1] Univ Waterloo, Dept Elect & Comp Engn, Waterloo, ON, Canada
[2] Henan Univ, Sch Comp & Informat Engn, Kaifeng, Peoples R China
[3] Thompson Rivers Univ, Dept Comp Sci, Kamloops, BC, Canada
[4] Nanjing Univ, Sch Elect Sci & Engn, Nanjing, Jiangsu, Peoples R China
基金
加拿大自然科学与工程研究理事会; 中国国家自然科学基金;
关键词
D O I
10.1109/MCOM.2018.1701092
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 ever increasing mobile data demands have posed significant challenges in the current radio access networks, while the emerging computation-heavy Internet of Things applications with varied requirements demand more flexibility and resilience from the cloud/edge computing architecture. In this article, to address the issues, we propose a novel air-ground integrated mobile edge network (AGMEN), where UAVs are flexibly deployed and scheduled, and assist the communication, caching, and computing of the edge network. Specifically, we present the detailed architecture of AGMEN, and investigate the benefits and application scenarios of drone cells, and UAV-assisted edge caching and computing. Furthermore, the challenging issues in AGMEN are discussed, and potential research directions are highlighted.
引用
收藏
页码:26 / 32
页数:7
相关论文
共 50 条
  • [41] Connectivity Solutions for Hybrid Air-Ground Sensor Networks
    Mintaru, Gabriel
    Mihalcea, Iulian
    Popescu, Dan
    Ichim, Loretta
    [J]. 2018 26TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2018, : 932 - 937
  • [42] A Survey on Air-Ground Networks of Unmanned Aerial Vehicles
    Ju, Honghao
    Cheng, Kaijun
    Deng, Cailian
    Yan, Xuezhen
    Yin, Baolin
    Long, Yan
    Fang, Xuming
    [J]. Xinan Jiaotong Daxue Xuebao/Journal of Southwest Jiaotong University, 2024, 59 (04): : 877 - 889
  • [43] Cloud-Edge-End Collaboration in Air-Ground Integrated Power IoT: A Semidistributed Learning Approach
    Liao, Haijun
    Jia, Zehan
    Zhou, Zhenyu
    Wang, Yang
    Zhang, Hui
    Mumtaz, Shahid
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 18 (11) : 8047 - 8057
  • [44] Joint Computation Offloading and Multidimensional Resource Allocation in Air-Ground Integrated Vehicular Edge Computing Network
    Li, Shichao
    Ale, Laha
    Chen, Hongbin
    Tan, Fangqing
    Quek, Tony Q. S.
    Zhang, Ning
    Dong, Mianxiong
    Ota, Kaoru
    [J]. IEEE Internet of Things Journal, 2024, 11 (20) : 32687 - 32700
  • [45] Multi-Armed Bandit-Based Secure Routing in Air-Ground Integrated Networks
    Liu, Xiaoyuan
    Xu, Yang
    Liu, Jia
    Takakura, Hiroki
    Liu, Xiaoying
    Zheng, Kechen
    Shiratori, Norio
    [J]. 2024 IEEE WIRELESS COMMUNICATIONS AND NETWORKING CONFERENCE, WCNC 2024, 2024,
  • [46] Digital Twin Envisioned Secure Air-Ground Integrated Networks: A Blockchain-Based Approach
    Dai, Minghui
    Wang, Tianshun
    Li, Yang
    Wu, Yuan
    Qian, Liping
    Su, Zhou
    [J]. IEEE Internet of Things Magazine, 2022, 5 (01): : 96 - 103
  • [47] RMR Method for Jamming Air-ground and Mobile Wireless Communication
    Yu, Zhang
    Feng, Liu
    [J]. 2014 4TH IEEE INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND TECHNOLOGY (ICIST), 2014, : 476 - 479
  • [48] Multi-Armed Bandit-Based Secure Routing in Air-Ground Integrated Networks
    Liu, Xiaoyuan
    Xu, Yang
    Liu, Jia
    Takakura, Hiroki
    Liu, Xiaoying
    Zheng, Kechen
    Shiratori, Norio
    [J]. IEEE Wireless Communications and Networking Conference, WCNC, 2024,
  • [49] Joint Optimization of Trajectory Control, Task Offloading, and Resource Allocation in Air-Ground Integrated Networks
    Alam, Muhammad Morshed
    Moh, Sangman
    [J]. IEEE INTERNET OF THINGS JOURNAL, 2024, 11 (13): : 24273 - 24288
  • [50] Online Distributed Optimization for Energy-Efficient Computation Offloading in Air-Ground Integrated Networks
    Zhao, Junhui
    Sun, Xiaoke
    Ma, Xiaoting
    Zhang, Huan
    Yu, Fei Richard
    Hu, Yanlin
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2023, 72 (04) : 5110 - 5124