Multi-robot Coordination for a Heterogeneous Fleet of Robots

被引:2
|
作者
Pereira, Diogo [1 ,2 ]
Matos, Diogo [2 ,6 ]
Rebelo, Paulo [2 ]
Ribeiro, Fillipe [3 ]
Costa, Pedro [1 ,2 ]
Lima, Jose [2 ,4 ,5 ]
机构
[1] Univ Porto, Fac Engn, Porto, Portugal
[2] Ctr Robot Ind & Intelligent Syst, INESC TEC, Porto, Portugal
[3] JPM Ind, P-3731901 Vale De Cambra, Portugal
[4] Inst Politecn Braganca, Res Ctr Digitalizat & Intelligent Robot CeDRI, Mirandela, Portugal
[5] Inst Politecn Braganca, Lab Sustentabilidade & Tecnol Regioes Montanha Su, Portugal, Portugal
[6] Univ Tras Os Montes & Alto Douro, Vila Real, Portugal
关键词
D O I
10.1007/978-3-031-21062-4_19
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
There is an increasing need for autonomous mobile robots (AMRs) in industrial environments. The capability of autonomous movement and transportation of items in industrial environments provides a significant increase in productivity and efficiency. This need, coupled with the possibility of controlling groups of heterogeneous robots, simultaneously addresses a wide range of tasks with different characteristics in the same environment, further increasing productivity and efficiency. This paper will present an implementation of a system capable of coordinating a fleet of heterogeneous robots with robustness. The implemented system must be able to plan a safe and efficient path for these different robots. To achieve this task, the TEA* (Time Enhanced A*) graph search algorithm will be used to coordinate the paths of the robots, along with a graph decomposition module that will be used to improve the efficiency and safety of this system. The project was implemented using the ROS framework and the Stage simulator. Results validate the proposed approach since the system was able to coordinate a fleet of robots in various different tests efficiently and safely, given the heterogeneity of the robots.
引用
收藏
页码:229 / 240
页数:12
相关论文
共 50 条
  • [1] Distributed Coordination in Heterogeneous Multi-Robot Systems
    Luca Iocchi
    Daniele Nardi
    Maurizio Piaggio
    Antonio Sgorbissa
    [J]. Autonomous Robots, 2003, 15 : 155 - 168
  • [2] Distributed coordination in heterogeneous multi-robot systems
    Iocchi, L
    Nardi, D
    Piaggio, M
    Sgorbissa, A
    [J]. AUTONOMOUS ROBOTS, 2003, 15 (02) : 155 - 168
  • [3] Coordination and Longevity in Multi-Robot Teams Involving Miniature Robots
    Andrew Drenner
    Michael Janssen
    Apostolos Kottas
    Alex Kossett
    Casey Carlson
    Ryan Lloyd
    Nikolaos Papanikolopoulos
    [J]. Journal of Intelligent & Robotic Systems, 2013, 72 : 263 - 284
  • [4] Coordination and Longevity in Multi-Robot Teams Involving Miniature Robots
    Drenner, Andrew
    Janssen, Michael
    Kottas, Apostolos
    Kossett, Alex
    Carlson, Casey
    Lloyd, Ryan
    Papanikolopoulos, Nikolaos
    [J]. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2013, 72 (02) : 263 - 284
  • [5] Multi-robot coordination
    Kowalczyk, W
    [J]. ROMOCO'01: PROCEEDINGS OF THE SECOND INTERNATIONAL WORKSHOP ON ROBOT MOTION AND CONTROL, 2001, : 219 - 223
  • [6] A Multi-threads Architecture for the Motion Coordination of a Heterogeneous Multi-Robot System
    Marchese, Fabio M.
    [J]. MICAI 2007: SIXTH MEXICAN INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2008, : 418 - 428
  • [7] Dynamic multi-robot coordination
    Vail, D
    Veloso, M
    [J]. MULTI-ROBOT SYSTEMS: FROM SWARMS TO INTELLIGENT AUTOMATA, VOL II, 2003, : 87 - 98
  • [8] Heterogeneous Multi-Robot Routing
    Chopra, Smriti
    Egerstedt, Magnus
    [J]. 2014 AMERICAN CONTROL CONFERENCE (ACC), 2014, : 5390 - 5395
  • [9] Towards a Robot Fleet for Intra-Logistic Tasks: Combining Free Robot Navigation with Multi-Robot Coordination at Bottlenecks
    Lutz, Matthias
    Verbeek, Christian
    Schlegel, Christian
    [J]. 2016 IEEE 21ST INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION (ETFA), 2016,
  • [10] An analysis of coordination in multi-robot systems
    Farinelli, A
    Iocchi, L
    Nardi, D
    [J]. 2003 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-5, CONFERENCE PROCEEDINGS, 2003, : 1487 - 1492