A Novel Multi-AGV Coordination Strategy Based on the Combination of Nodes and Grids

被引:4
|
作者
Chen, Xinyu [1 ]
Wu, Weimin [1 ]
Hu, Ruifen [1 ]
机构
[1] Zhejiang Univ, Inst Cyber Syst & Control, State Key Lab Ind Control Technol, Hangzhou 310027, Peoples R China
关键词
Multi-robot systems; collision avoidance; cooperating robots; CONFLICT-RESOLUTION; SYSTEMS; COLLISION; AVOIDANCE;
D O I
10.1109/LRA.2022.3164754
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
A great challenge in modern automated logistics is to coordinate multi-AGV system safely and efficiently. Current strategies which detect collisions and deadlocks mainly by nodes are not feasible in some scenes. With the aim of avoiding collisions and preventing deadlocks regardless of the layout of warehouses and the size of AGVs, in this letter we explore a coordination strategy combining nodes and grids, where nodes are physical locations of the environment and grids are tiny and independent spaces resulted from a virtual division of the environment. The proposed strategy guarantees the safety of the system and prevents 75%-100% deadlocks compared to traditional strategies. A fast grid calculating method is also presented to ensure real-time control of the multi-AGV system. The proposed strategies are validated by simulations and applications. Experiment results demonstrated that our approach can avoid all potential collisions and prevent more than 75% deadlocks, increasing the overall efficiency greatly.
引用
收藏
页码:6218 / 6225
页数:8
相关论文
共 50 条
  • [1] Hierarchical Coordination Strategy for Multi-AGV Systems Based on Dynamic Geodesic Environment Partitioning
    Sabattini, Lorenzo
    Digani, Valerio
    Secchi, Cristian
    Fantuzzi, Cesare
    [J]. 2016 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2016), 2016, : 4418 - 4423
  • [2] Spare zone based hierarchical motion coordination for multi-AGV systems
    Zhao, Yunlong
    Liu, Xiaoping
    Wu, Shaobo
    Wang, Gang
    [J]. Simulation Modelling Practice and Theory, 2021, 109
  • [3] An ETCEN-Based Motion Coordination Strategy Avoiding Active and Passive Deadlocks for Multi-AGV System
    Chen, Xinyu
    Xing, Zichao
    Feng, Ligen
    Zhang, Tingqi
    Wu, Weimin
    Hu, Ruifen
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 20 (02) : 1364 - 1377
  • [4] Dynamic Spare Point Application Based Coordination Strategy for Multi-AGV Systems in a WIP Warehouse Environment
    Xu, Rui
    Feng, Haojun
    Liu, Jia
    Hong, Wenjing
    [J]. IEEE ACCESS, 2022, 10 : 80249 - 80263
  • [5] Spare zone based hierarchical motion coordination for multi-AGV systems*
    Zhao Yunlong
    Liu Xiaoping
    Wu Shaobo
    Wang Gang
    [J]. SIMULATION MODELLING PRACTICE AND THEORY, 2021, 109
  • [6] Dynamic prioritized motion coordination of multi-AGV systems
    Guney, Mehmet Ali
    Raptis, Ioannis A.
    [J]. ROBOTICS AND AUTONOMOUS SYSTEMS, 2021, 139
  • [7] MULTI-AGV SCHEDULING OPTIMIZATION BASED ON NEURO-ENDOCRINE COORDINATION MECHANISM
    Cai, Qixiang
    Tang, Dunbing
    Zheng, Kun
    Zhu, Haihua
    Wu, Xing
    Lu, Xiaochun
    [J]. INTERNATIONAL JOURNAL ON SMART SENSING AND INTELLIGENT SYSTEMS, 2014, 7 (04): : 1613 - 1630
  • [8] Research on Multi-AGV Autonomous Obstacle Avoidance Strategy Based on Improved A* Algorithm
    Jia, Fang
    Liu, Xiaolong
    Wu, Jichao
    Shi, Yunde
    Xu, Fengyu
    Zhang, Z. S.
    [J]. PROCEEDINGS OF THE 2018 25TH INTERNATIONAL CONFERENCE ON MECHATRONICS AND MACHINE VISION IN PRACTICE (M2VIP), 2018, : 126 - 131
  • [9] Design of multi-AGV intelligent collision avoidance system based on dynamic priority strategy
    Liu, Tiegang
    Liang, Zhuguan
    [J]. 2022 ASIA CONFERENCE ON ADVANCED ROBOTICS, AUTOMATION, AND CONTROL ENGINEERING (ARACE 2022), 2022, : 47 - 51
  • [10] Ensemble Coordination Approach in Multi-AGV Systems Applied to Industrial Warehouses
    Digani, Valerio
    Sabattini, Lorenzo
    Secchi, Cristian
    Fantuzzi, Cesare
    [J]. IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2015, 12 (03) : 922 - 934