A MULTI-AGENT SYSTEM FOR AUTONOMOUS MOBILE ROBOT COORDINATION

被引:0
|
作者
Sousa, Norberto [1 ]
Oliveira, Nuno [1 ]
Praca, Isabel [1 ]
机构
[1] Porto Sch Engn ISEP, Res Grp Intelligent Engn & Comp Adv Innovat & Dev, P-4200072 Porto, Portugal
关键词
Autonomous Mobile Robots; Multi-Agent Systems; Robot Operating System; Automation; Robot Coordination; Simulation Environment;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The automation of internal logistics and inventory-related tasks is one of the main challenges of modern-day manufacturing corporations since it allows a more effective application of their human resources. Nowadays, Autonomous Mobile Robots (AMR) are state of the art technologies for such applications due to their great adaptability in dynamic environments, replacing more traditional solutions such as Automated Guided Vehicles (AGV), which are quite limited in terms of flexibility and require expensive facility updates for their installation. The application of Artificial Intelligence (AI) to increase AMRs capabilities has been contributing for the development of more sophisticated and efficient robots. Nevertheless, multi-robot coordination and cooperation for solving complex tasks is still a hot research line with increasing interest. This work proposes a Multi-Agent System for coordinating multiple TIAGo robots in tasks related to the manufacturing ecosystem such as the transportation and dispatching of raw materials, finished products and tools. Furthermore, the system is showcased in a realistic simulation using both Gazebo and Robot Operating System (ROS).
引用
收藏
页码:105 / 110
页数:6
相关论文
共 50 条
  • [21] A fuzzy multi-agent system for secure remote control of a mobile guard robot
    Mengual, L
    Bobadilla, J
    Triviño, G
    ADVANCES IN WEB INTELLIGENCE, PROCEEDINGS, 2004, 3034 : 44 - 53
  • [22] Design and realization of communication mechanism of autonomous robot soccer based on multi-agent system
    Xie, Y
    Yang, YM
    Deng, ZM
    Liu, BR
    Yi, B
    2003 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-5, CONFERENCE PROCEEDINGS, 2003, : 66 - 71
  • [23] Behavior learning and group evolution for autonomous multi-agent robot
    Maeda, Y
    PROCEEDINGS OF THE SIXTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS I - III, 1997, : 1355 - 1360
  • [24] Multi-agent Based Logistics Coordination System
    Wang, Yan-Ling
    MATERIALS SCIENCE AND INFORMATION TECHNOLOGY, PTS 1-8, 2012, 433-440 : 3106 - 3111
  • [25] A multi-agent system for supply chain coordination
    You, X
    Jiao, JX
    PEOPLE, KNOWLEDGE AND TECHNOLOGY: WHAT HAVE WE LEARNT SO FAR?, 2004, : 406 - 406
  • [26] Air-ground multi-agent robot team coordination
    Luo, Cai
    Espinosa, Andre Possani
    De Gloria, Alessandro
    Sgherri, Roberto
    2011 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2011,
  • [27] A distributed control architecture for autonomous mobile robots - implementation of the Karlsruhe Multi-Agent Robot Architecture (KAMARA)
    Laengle, T
    Lueth, TC
    Rembold, U
    Woern, H
    ADVANCED ROBOTICS, 1998, 12 (04) : 411 - 431
  • [28] Multi-agent robot cooperative assembly system
    Wang, Yuechao
    Tan, Dalong
    Huang, Shan
    Luan, Tian
    Zhao, Yiwen
    Ruan Jian Xue Bao/Journal of Software, 1998, 9 (06): : 6 - 10
  • [29] A multi-agent cooperative system of soccer robot
    Zhang, Q
    Yang, YM
    Li, Y
    PROCEEDINGS OF THE 4TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-4, 2002, : 510 - 514
  • [30] A multi-agent system architecture for mobile robot navigation based on fuzzy and visual behaviour
    Muñoz-Salinas, R
    Aguirre, E
    García-Silvente, M
    Gómez, M
    ROBOTICA, 2005, 23 : 689 - 699