Multi-UAV cooperative search and coverage control in post-disaster assessment: experimental implementation

被引:0
|
作者
Ali Aminzadeh
A. M. Khoshnood
机构
[1] K. N. Toosi University of Technology,UAV Lab, Aerospace Department
来源
Intelligent Service Robotics | 2023年 / 16卷
关键词
Distributed search and coverage control; Cooperative control; Multi agent system; Disaster management; Post-disaster assessment;
D O I
暂无
中图分类号
学科分类号
摘要
This paper provides simulation studies and experiment validation of cooperative coverage control of a multi-UAV system to quickly and initially assess the environment immediately after an earthquake. Quick response of disaster management team in the early hours after the earthquake can play a significant role in reducing the degree of damages and casualties. We consider an earthquake disaster scenario wherein four fixed-wing UAVs initially fly over the affected area and perform a quick general scan to identify critical areas wherein people have suffered severe injuries or buildings have been destroyed. The multi-rotors then fly over the critical areas identified by fixed-wing UAVs, as close as possible, to extract more detailed information and exactly localize the victims and survivors or also damaged infrastructure as stationary targets in a cooperative search and coverage control problem. For the first phase of the mission, we simulate a cooperative multi-agent system comprising four fixed-wing UAVs. For the second phase of the mission, we experimentally implement cooperative search and coverage control of a multi-UAV system including three DJI Tello quadcopters to gather more detailed information about the critical section identified by fixed-wing UAVs in the first phase of the mission and find the exact location of the victims or survivors as well. In cooperative coverage control, agents communicate with each other and exchange information. Therefore, at every moment of the execution of the mission, all agents have a unique cognitive map of the environment. The comparison of cooperative and non-cooperative methods shows that the uncertainty of the environment reaches the minimum acceptable value much earlier and the maximum coverage of the area will be achieved much faster in the collaborative distributed control method.
引用
收藏
页码:415 / 430
页数:15
相关论文
共 50 条
  • [1] Multi-UAV cooperative search and coverage control in post-disaster assessment: experimental implementation
    Aminzadeh, Ali
    Khoshnood, A. M.
    INTELLIGENT SERVICE ROBOTICS, 2023, 16 (04) : 415 - 430
  • [2] Decomposition and coverage of multi-UAV cooperative search area
    Yu, Sinan
    Zhou, Rui
    Xia, Jie
    Che, Jun
    Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, 2015, 41 (01): : 167 - 173
  • [3] Cooperative coverage reconnaissance of Multi-uav
    Wang, Tao
    Li, Meng
    Zhang, Ming-yi
    PROCEEDINGS OF 2020 IEEE 5TH INFORMATION TECHNOLOGY AND MECHATRONICS ENGINEERING CONFERENCE (ITOEC 2020), 2020, : 1647 - 1651
  • [4] Trajectory Planning for Multi-UAV Assisted Wireless Networks in Post-Disaster Scenario
    Lin, Yu
    Wang, Tianyu
    Wang, Shaowei
    2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2019,
  • [5] Design and Implementation of Multi-UAV Cooperation Search Experimental platform
    Wang, Sunxin
    Njau, Christopher Ernest
    Jiang, Zhaolin
    2021 5TH INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION SCIENCES (ICRAS 2021), 2021, : 94 - 98
  • [6] Performance Evaluation of Multi-UAV System in Post-Disaster Application: Validation by HITL Simulation
    Aljehani, Maher
    Inoue, Masahiro
    IEEE ACCESS, 2019, 7 : 64386 - 64400
  • [7] Information Merging in Multi-UAV Cooperative Search
    Khan, Asif
    Yanmaz, Evsen
    Rinner, Bernhard
    2014 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2014, : 3122 - 3129
  • [8] Multi-UAV Cooperative Coverage Search for Various Regions Based on Differential Evolution Algorithm
    Zeng, Hui
    Tong, Lei
    Xia, Xuewen
    BIOMIMETICS, 2024, 9 (07)
  • [9] Search Method of disaster inspection coordinated by Multi-UAV
    ZheZhang
    JianWu
    ChengHe
    PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 2144 - 2148
  • [10] Multi-UAV integrated HetNet for maximum coverage in disaster management
    Khan, Amina
    Gupta, Sumeet
    Gupta, Sachin Kumar
    JOURNAL OF ELECTRICAL ENGINEERING-ELEKTROTECHNICKY CASOPIS, 2022, 73 (02): : 116 - 123