Coordination for Multi-robot Exploration Using Topological Maps

被引:7
|
作者
Pereira, Tiago [1 ]
Moreira, Antonio Paulo [1 ]
Veloso, Manuela
机构
[1] INESC Technol & Sci, INESC TEC, Oporto, Portugal
关键词
multi-robot; exploration; coordination; topological maps;
D O I
10.1007/978-3-319-10380-8_49
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper addresses the problem of decentralized exploration and mapping of unknown environment by a multiple robot team. The exploration methodology relies on individual decision rules and communication of topological maps to achieve efficient and fast mapping, minimizing overlap of explored space. This distributed solution allows scalability of the proposed methods. Each robot broadcasts a graph representing the topological map, with information of exploration status of each region. Therefore, this kind of information can be transmitted to robots that are not in the communication range, through other robots in a multi-hop network. This work has been tested in simulation, and the results demonstrate the performance improvements and robustness that arise from our multirobot approach to exploration.
引用
收藏
页码:515 / 524
页数:10
相关论文
共 50 条
  • [11] Multi-robot Coordination for Energy-Efficient Exploration
    Benkrid, Abdenour
    Benallegue, Abdelaziz
    Achour, Noura
    JOURNAL OF CONTROL AUTOMATION AND ELECTRICAL SYSTEMS, 2019, 30 (06) : 911 - 920
  • [12] Multi-robot Coordination for Energy-Efficient Exploration
    Abdenour Benkrid
    Abdelaziz Benallegue
    Noura Achour
    Journal of Control, Automation and Electrical Systems, 2019, 30 : 911 - 920
  • [13] Multi-robot coordination
    Kowalczyk, W
    ROMOCO'01: PROCEEDINGS OF THE SECOND INTERNATIONAL WORKSHOP ON ROBOT MOTION AND CONTROL, 2001, : 219 - 223
  • [14] A novel strategy for distributed multi-robot coordination in area exploration
    Jie Zhao
    Su, Xiangguo
    Yan, Jihong
    2009 INTERNATIONAL CONFERENCE ON MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION, VOL II, 2009, : 24 - 27
  • [15] A Graph Partitioning Approach for Fast Exploration with Multi-Robot Coordination
    Gautam, Avinash
    Shekhawat, Virendra Singh
    Mohan, Sudeept
    2019 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), 2019, : 459 - 465
  • [16] Multi-robot exploration using Dynamic Fuzzy Cognitive Maps and Ant Colony Optimization
    Mendonca, Marcio
    Palacios, Rodrigo H. C.
    Papageorgiou, Elpiniki, I
    de Souza, Lucas Botoni
    2020 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS (FUZZ-IEEE), 2020,
  • [17] Multi-Robot Exploration Using Potential Games
    Philip, George
    Givigi, Sidney N., Jr.
    Schwartz, Howard M.
    2013 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (ICMA), 2013, : 1203 - 1210
  • [18] Multi-robot team coordination using desirabilities
    Saffiotti, A
    Zumel, NB
    Ruspini, EH
    INTELLIGENT AUTONOMOUS SYSTEMS 6, 2000, : 107 - 114
  • [19] Coordinated multi-robot exploration
    Burgard, W
    Moors, M
    Stachniss, C
    Schneider, FE
    IEEE TRANSACTIONS ON ROBOTICS, 2005, 21 (03) : 376 - 386
  • [20] Dynamic multi-robot coordination
    Vail, D
    Veloso, M
    MULTI-ROBOT SYSTEMS: FROM SWARMS TO INTELLIGENT AUTOMATA, VOL II, 2003, : 87 - 98