Coverage Analysis of Tethered UAV-Assisted Large-Scale Cellular Networks

被引:6
|
作者
Khemiri, Safa [1 ]
Kishk, Mustafa A. [2 ]
Alouini, Mohamed-Slim [1 ]
机构
[1] King Abdullah Univ Sci & Technol, Div Comp Elect & Math Sci & Engn, Thuwal 239556900, Saudi Arabia
[2] Maynooth Univ, Dept Elect Engn, Maynooth W23 F2H6, Ireland
关键词
Autonomous aerial vehicles; Buildings; Geometry; Base stations; Wireless communication; Power supplies; Interference; Coverage probability; optimal deployment; Poisson point process (PPP); stochastic geometry; tethered unmanned aerial vehicles (T-UAV); wireless communication;
D O I
10.1109/TAES.2023.3300296
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
One of the major challenges slowing down the use of unmanned aerial vehicles (UAVs) as aerial base stations (ABSs) is the limited onboard power supply, which reduces the flight time of a UAV. Using a tether to provide UAVs with power can be considered a reasonable compromise that will enhance the flight time while limiting the mobility of the UAV. In this article, we propose a system where ABSs are deployed at the centers of user hotspots to offload the traffic and assist terrestrial base stations. First, given the location of the ground station in the user hotspot (user cluster) and the spatial distribution of users, we compute the optimal inclination angle and length of the tether. Using these results, we compute the densities of the tethered UAVs deployed at different altitudes, which enables the tractable analysis of the interference in the considered setup. Next, using tools from stochastic geometry and an approach of dividing user clusters into finite frames, we analyze the coverage probability as a function of the maximum tether length, the density of accessible rooftops for UAV ground station deployment, and the density of clusters. We verify our findings using Monte Carlo simulations and draw multiple useful insights. For instance, we show that it is actually better to deploy UAVs at a fraction of the clusters, not all of them as it is usually assumed in the literature.
引用
收藏
页码:7890 / 7907
页数:18
相关论文
共 50 条
  • [1] Coverage Analysis for UAV-Assisted Cellular Networks in Rural Areas
    Matracia, Maurilio
    Kishk, Mustafa A.
    Alouini, Mohamed-Slim
    IEEE OPEN JOURNAL OF VEHICULAR TECHNOLOGY, 2021, 2 : 194 - 206
  • [2] Coverage Analysis for Energy-Harvesting UAV-Assisted mmWave Cellular Networks
    Wang, Xueyuan
    Gursoy, M. Cenk
    IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, 2019, 37 (12) : 2832 - 2850
  • [3] The Meta Distribution of SINR in UAV-Assisted Cellular Networks
    Shi, Minwei
    Yang, Kai
    Niyato, Dusit
    Yuan, Hang
    Zhou, He
    Xu, Zhan
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 71 (02) : 1193 - 1206
  • [4] Coverage Performance of UAV-Assisted SWIPT Networks With Directional Antennas
    Jiang, Ruihong
    Xiong, Ke
    Yang, Hong-Chuan
    Cao, Jie
    Zhong, Zhangdui
    Ai, Bo
    IEEE INTERNET OF THINGS JOURNAL, 2022, 9 (13) : 10600 - 10609
  • [5] Coverage Analysis for UAV-Assisted mmWave Cellular Networks Using Poisson Hole Process
    Guo, Xiaopei
    Zhang, Chao
    Yu, Fangzhou
    Chen, Hao
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 71 (03) : 3171 - 3186
  • [6] On Tethered UAV-Assisted Heterogeneous Network
    Zhang, Shuai
    Liu, Weiqi
    Ansari, Nirwan
    IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2022, 71 (01) : 975 - 983
  • [7] Generalized UAV Deployment for UAV-Assisted Cellular Networks
    Kim, Ji-He
    Lee, Ming-Chun
    Lee, Ta-Sung
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 23 (07) : 7894 - 7910
  • [8] Performance Analysis for UAV-Assisted mmWave Cellular Networks
    Zhao, Jiajin
    Cheng, Fang
    Feng, Linlin
    Zhang, Zhizhong
    COMMUNICATIONS AND NETWORKING (CHINACOM 2021), 2022, : 538 - 552
  • [9] Directional Antennas Modeling and Coverage Analysis of UAV-Assisted Networks
    Peng, Jinlin
    Tang, Wenfei
    Zhang, Hongtao
    IEEE WIRELESS COMMUNICATIONS LETTERS, 2022, 11 (10) : 2175 - 2179
  • [10] Design and Performance Analysis of Cache-Enabled Multicast in UAV-Assisted Cellular Networks
    Guo, Jing
    Durrani, Salman
    Zhou, Xiangyun
    Fei, Zesong
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2024, 72 (07) : 4459 - 4475