Wireless Communications and Control for Swarms of Cellular-Connected UAVs

被引:0
|
作者
Zeng, Tengchan [1 ]
Mozaffari, Mohammad [2 ]
Semiari, Omid [3 ]
Saad, Walid [1 ]
Bennis, Mehdi [4 ]
Debbah, Merouane [5 ]
机构
[1] Virginia Tech, Dept Elect & Comp Engn, Wireless VT, Blacksburg, VA 24061 USA
[2] Ericsson, Santa Clara, CA USA
[3] Georgia Southern Univ, Dept Elect & Comp Engn, Statesboro, GA USA
[4] Univ Oulu, Ctr Wireless Commun, Oulu, Finland
[5] Huawei France R&D, Math & Algorithm Sci Lab, Paris, France
基金
美国国家科学基金会;
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
By using wireless connectivity through cellular base stations (BSs), swarms of unmanned aerial vehicles (UAVs) can provide a plethora of services ranging from delivery of goods to surveillance. In particular, UAVs in a swarm can utilize wireless communications to collect information, like velocity and heading angle, from surrounding UAVs for coordinating their operations and maintaining target speed and intra-UAV distance. However, due to the uncertainty of the wireless channel, wireless communications among UAVs will experience a transmission delay which can impair the swarm's ability to stabilize system operation. In Ibis paper, the problem of joint communication and control is studied for a swarm of three cellular-connected UAVs positioned in a triangle formation. In particular, a novel approach is proposed for optimizing the swarm's operation while jointly considering the delay of the wireless network and the stability of the control system. Based on this approach, the maximum allowable delay required to prevent the instability of the swarm is determined. Moreover, by using stochastic geometry, the reliability of the wireless network is derived as the probability of meeting the stability requirement of the control system. The simulation results validate the effectiveness of the proposed joint strategy, and help obtain insightful design guidelines on how to form a stable swarm of UAVs.
引用
收藏
页码:719 / 723
页数:5
相关论文
共 50 条
  • [1] Power Allocation for Uplink Communications of Massive Cellular-Connected UAVs
    Cai, Xuesong
    Kovacs, Istvan Z.
    Wigard, Jeroen
    Amorim, Rafhael
    Tufvesson, Fredrik
    Mogensen, Preben E.
    [J]. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2023, 72 (07) : 8797 - 8811
  • [2] MACHINE LEARNING FOR WIRELESS CONNECTIVITY AND SECURITY OF CELLULAR-CONNECTED UAVS
    Challita, Ursula
    Ferdowsi, Aidin
    Chen, Mingzhe
    Saad, Walid
    [J]. IEEE WIRELESS COMMUNICATIONS, 2019, 26 (01) : 28 - 35
  • [3] An Enhanced Handover Scheme for Cellular-Connected UAVs
    Dong, Wenbin
    Mao, Xinhong
    Hou, Ronghui
    Lv, Xixiang
    Li, Hui
    [J]. 2020 IEEE/CIC INTERNATIONAL CONFERENCE ON COMMUNICATIONS IN CHINA (ICCC), 2020, : 418 - 423
  • [4] Application of NOMA for cellular-connected UAVs:opportunities and challenges
    Wee Kiat NEW
    Chee Yen LEOW
    Keivan NAVAIE
    Yanshi SUN
    Zhiguo DING
    [J]. Science China(Information Sciences), 2021, 64 (04) : 26 - 39
  • [5] Mobility for Cellular-Connected UAVs: Challenges for the Network Provider
    Fonseca, Erika
    Galkin, Boris
    Kelly, Marvin
    DaSilva, Luiz A.
    Dusparic, Ivana
    [J]. 2021 JOINT EUROPEAN CONFERENCE ON NETWORKS AND COMMUNICATIONS & 6G SUMMIT (EUCNC/6G SUMMIT), 2021, : 136 - 141
  • [6] Mobile Cellular-Connected UAVs: Reinforcement Learning for Sky
    Azari, M. Mahdi
    Arani, Atefeh Hajijamali
    Rosas, Fernando
    [J]. 2020 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 2020,
  • [7] Application of NOMA for cellular-connected UAVs: opportunities and challenges
    Wee Kiat New
    Chee Yen Leow
    Keivan Navaie
    Yanshi Sun
    Zhiguo Ding
    [J]. Science China Information Sciences, 2021, 64
  • [8] Trajectory Optimization for Cellular-Connected UAVs with Disconnectivity Constraint
    Bulut, Eyuphan
    Guvenc, Ismail
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS (ICC WORKSHOPS), 2018,
  • [9] Application of NOMA for cellular-connected UAVs: opportunities and challenges
    New, Wee Kiat
    Leow, Chee Yen
    Navaie, Keivan
    Sun, Yanshi
    Ding, Zhiguo
    [J]. SCIENCE CHINA-INFORMATION SCIENCES, 2021, 64 (04)
  • [10] Mobility in the Sky: Performance and Mobility Analysis for Cellular-Connected UAVs
    Amer, Ramy
    Saad, Walid
    Marchetti, Nicola
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 2020, 68 (05) : 3229 - 3246