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
  • [31] Hybrid Vulture-Coordinated Multi-Robot Exploration: A Novel Algorithm for Optimization of Multi-Robot Exploration
    El Romeh, Ali
    Mirjalili, Seyedali
    Gul, Faiza
    MATHEMATICS, 2023, 11 (11)
  • [32] Predicate logic reasoning for exploration coordination of multi-robot systems in structured environments
    Dai, Xuefeng
    Wang, Jiazhi
    Zhao, Jianqi
    Li, Dahui
    Yao, Zhifeng
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2022, 34 (09):
  • [33] Superadditive effect of multi-robot coordination in the exploration of unknown environments via stigmergy
    Kuyucu, Tueze
    Tanev, Ivan
    Shimohara, Katsunori
    NEUROCOMPUTING, 2015, 148 : 83 - 90
  • [34] Punctual versus continuous auction coordination for multi-robot and multi-task topological navigation
    Lozenguez, Guillaume
    Adouane, Lounis
    Beynier, Aurelie
    Mouaddib, Abdel-Illah
    Martinet, Philippe
    AUTONOMOUS ROBOTS, 2016, 40 (04) : 599 - 613
  • [35] Punctual versus continuous auction coordination for multi-robot and multi-task topological navigation
    Guillaume Lozenguez
    Lounis Adouane
    Aurélie Beynier
    Abdel-Illah Mouaddib
    Philippe Martinet
    Autonomous Robots, 2016, 40 : 599 - 613
  • [36] An analysis of coordination in multi-robot systems
    Farinelli, A
    Iocchi, L
    Nardi, D
    2003 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-5, CONFERENCE PROCEEDINGS, 2003, : 1487 - 1492
  • [37] Multi-robot task allocation for exploration
    Ping-an Gao
    Zi-xing Cai
    Journal of Central South University of Technology, 2006, 13 : 548 - 551
  • [38] Multi-Robot Cooperation for Efficient Exploration
    Al Khawaldah, Mohammad
    Nuechter, Andreas
    AUTOMATIKA, 2014, 55 (03) : 276 - 286
  • [39] MRXT: The Multi-Robot eXploration Tool
    Gil, Arturo
    Julia, Miguel
    Reinoso, Oscar
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2015, 12
  • [40] A Survey and Analysis of Multi-Robot Coordination
    Yan, Zhi
    Jouandeau, Nicolas
    Cherif, Arab Ali
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2013, 10