Path Planning of UAV-UGV Heterogeneous Robot System in Road Network

被引:11
|
作者
Chen, Mengqing [1 ]
Chen, Yang [1 ,2 ]
Chen, Zhihuan [1 ,2 ]
Yang, Yanhua [2 ]
机构
[1] Wuhan Univ Sci & Technol, Inst Robot & Intelligent Syst, Wuhan 430081, Peoples R China
[2] Minist Educ, Engn Res Ctr Met Automat & Measurement Technol, Wuhan 430081, Peoples R China
关键词
Heterogeneous robot system; Path planning; Two-stage strategy; Road network; AIR;
D O I
10.1007/978-3-030-27529-7_42
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The previous research on path planning of the UAV-UGV heterogeneous robot system plan paths for both UAV and UGV without considering the UGV's moving range or plan only the UAV's path based on the given UGV's path. In reality, the UGV should be restricted to drive in the road network, and the given UGV's path is not necessarily the best UGV's path. In the heterogeneous package delivery system considered in this paper, the UGV's path was restricted to the road network and the UAV's and UGV's paths were optimized simultaneously to get the optimized paths. This paper proposed a two-stage strategy to solve the path planning problem by a hybrid algorithm of modified ant colony optimization and genetic algorithm. The simulation results show that the proposed method is feasible.
引用
收藏
页码:497 / 507
页数:11
相关论文
共 50 条
  • [1] A Framework for a Cooperative UAV-UGV System for Path Discovery and Planning
    Lakas, Abderrahmane
    Belkhouche, Boumediene
    Benkraouda, Omar
    Shuaib, Amin
    Alasmawi, Hussain Jaffar
    PROCEEDINGS OF THE 2018 13TH INTERNATIONAL CONFERENCE ON INNOVATIONS IN INFORMATION TECHNOLOGY (IIT), 2018, : 42 - 46
  • [2] Path and Trajectory Planning of a Tethered UAV-UGV Marsupial Robotic System
    Martinez-Rozas, S.
    Alejo, D.
    Caballero, F.
    Merino, L.
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2023, 8 (10) : 6475 - 6482
  • [3] Path Planning for Heterogeneous Robot System With Road Network Constraints
    Chen M.-Q.
    Chen Y.
    Chen Z.-H.
    Zhao X.-G.
    Zidonghua Xuebao/Acta Automatica Sinica, 2023, 49 (04): : 718 - 730
  • [4] Cooperative Path Planning for Persistent Surveillance in Large-Scale Environment with UAV-UGV System
    Wang, Jiahui
    Yang, Kai
    Wu, Baolei
    Wang, Jun
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2024, 19 (12) : 1987 - 2001
  • [5] Pilot-Scale Development of a UAV-UGV Hybrid with Air-Based UGV Path Planning
    Giakoumidis, Nikolas
    Bak, Jin U.
    Gomez, Javier V.
    Llenga, Arber
    Mavridis, Nikolaos
    10TH INTERNATIONAL CONFERENCE ON FRONTIERS OF INFORMATION TECHNOLOGY (FIT 2012), 2012, : 204 - 208
  • [6] Decentralized planning and control for UAV-UGV cooperative teams
    Arbanas, Barbara
    Ivanovic, Antun
    Car, Marko
    Orsag, Matko
    Petrovic, Tamara
    Bogdan, Stjepan
    AUTONOMOUS ROBOTS, 2018, 42 (08) : 1601 - 1618
  • [7] UAV-UGV Multi-robot System for Warehouse Inventory: Scheduling Issues
    Guinand, Frederic
    Guerin, Francois
    Petitprez, Etienne
    COMPUTATIONAL COLLECTIVE INTELLIGENCE (ICCCI 2021), 2021, 12876 : 241 - 254
  • [8] Delivery path planning of heterogeneous robot system under road network constraints
    Chen, Yang
    Chen, Mengqing
    Chen, Zhihuan
    Cheng, Lei
    Yang, Yanhua
    Li, Hui
    COMPUTERS & ELECTRICAL ENGINEERING, 2021, 92
  • [9] Scenario and system concept for a firefighting UAV-UGV team
    Stampa, Merlin
    Jahn, Uwe
    Fruhner, Daniel
    Streckert, Tim
    Roehrig, Christof
    2022 SIXTH IEEE INTERNATIONAL CONFERENCE ON ROBOTIC COMPUTING, IRC, 2022, : 253 - 256
  • [10] Deep Semantic Image Segmentation for UAV-UGV Cooperative Path Planning: A Car Park Use Case
    Vasic, Mirela Kundid
    Drak, Ahmad
    Bugarin, Nediljko
    Kruzic, Stanko
    Music, Josip
    Pomrehn, Christoph
    Schoebel, Maximilian
    Johenneken, Maximilian
    Stancic, Ivo
    Papic, Vladan
    Herpers, Rainer
    2020 28TH INTERNATIONAL CONFERENCE ON SOFTWARE, TELECOMMUNICATIONS AND COMPUTER NETWORKS (SOFTCOM), 2020, : 496 - 501