Wilderness Search and Rescue with Heterogeneous Multi-Robot Systems

被引:0
作者
Rodriguez, Marcos [1 ]
Al-Kaff, Abdulla [1 ]
Madridano, Angel [1 ]
Martin, David [1 ]
de la Escalera, Arturo [1 ]
机构
[1] Univ Carlos III Madrid, Intelligent Syst Lab LSI, Avnd Univ 30, Madrid 28911, Spain
来源
2020 INTERNATIONAL CONFERENCE ON UNMANNED AIRCRAFT SYSTEMS (ICUAS'20) | 2020年
关键词
D O I
10.1109/icuas48674.2020.9213974
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Recent developments in autonomous and communication technologies led the use of cooperative aerial and ground vehicles in Wilderness Search and Rescue missions (WiSAR). The use of a heterogeneous Multi-Robot System (MRS) improves the robustness and efficiency in achieving these tasks, comparing to the homogeneous systems with vehicles of the same characteristics. From this point, this paper proposed a Multi-Robot Task Allocation (MRTA) algorithm for heterogeneous vehicles (UAVs and UGVs) using the Market-based Approach to optimize the mission resources. The algorithm checks the availability of the vehicles, the characteristics of each task, and the payload required as inputs, then it provides each vehicle with a plan of tasks and charging commands. The proposed algorithm has been validated by performing several missions in simulations of mountains terrain with real dimensions, and the obtained results show the robustness and efficiency of the proposed system.
引用
收藏
页码:110 / 116
页数:7
相关论文
共 18 条
  • [1] An Appearance-Based Tracking Algorithm for Aerial Search and Rescue Purposes
    Al-Kaff, Abdulla
    Jose Gomez-Silva, Maria
    Miguel Moreno, Francisco
    de la Escalera, Arturo
    Maria Armingol, Jose
    [J]. SENSORS, 2019, 19 (03)
  • [2] Al-Kaff A, 2018, IEEE INT C INTELL TR, P3550, DOI 10.1109/ITSC.2018.8569675
  • [3] Beck Z, 2016, AAMAS'16: PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS & MULTIAGENT SYSTEMS, P1024
  • [4] RETRACTED: A Review and Future Directions of UAV Swarm Communication Architectures (Retracted Article)
    Campion, Mitch
    Ranganathan, Prakash
    Faruque, Saleh
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON ELECTRO/INFORMATION TECHNOLOGY (EIT), 2018, : 903 - +
  • [5] Aerial Wilderness Search and Rescue with Ground Support
    Kashino, Zendai
    Nejat, Goldie
    Benhabib, Beno
    [J]. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2020, 99 (01) : 147 - 163
  • [6] Kim I, 2018, INT CONF UNMAN AIRCR, P324, DOI 10.1109/ICUAS.2018.8453318
  • [7] Kim M, 2019, INT CONF UNMAN AIRCR, P238, DOI [10.1109/icuas.2019.8797863, 10.1109/ICUAS.2019.8797863]
  • [8] Kruijff GJM, 2012, 2012 IEEE INTERNATIONAL SYMPOSIUM ON SAFETY, SECURITY, AND RESCUE ROBOTICS (SSRR)
  • [9] 3D Trajectory Planning Method for UAVs Swarm in Building Emergencies
    Madridano, Angel
    Al-Kaff, Abdulla
    Martin, David
    de la Escalera, Arturo
    [J]. SENSORS, 2020, 20 (03)
  • [10] Stand-Alone Lateral Interbody Fusion for the Treatment of Low-Grade Degenerative Spondylolisthesis
    Marchi, Luis
    Abdala, Nitamar
    Oliveira, Leonardo
    Amaral, Rodrigo
    Coutinho, Etevaldo
    Pimenta, Luiz
    [J]. SCIENTIFIC WORLD JOURNAL, 2012, : 1 - 7