• DocumentCode
    2834399
  • Title

    Distributed Constraint Reasoning Applied to Multi-robot Exploration

  • Author

    Doniec, Arnaud ; Bouraqadi, Noury ; Defoort, Michael ; Le, Van Tuan ; Stinckwich, Serge

  • Author_Institution
    Univ Lille Nord de France, Lille, France
  • fYear
    2009
  • fDate
    2-4 Nov. 2009
  • Firstpage
    159
  • Lastpage
    166
  • Abstract
    Exploration of an unknown environment is one of the major applications of multi-robot systems. Many works have proposed multi-robot coordination algorithms to accomplish exploration missions based on multi-agent techniques. Some of these works focus on multi-robot exploration under communication constraints. In this paper, we propose an original way to formalize and solve this issue. Our proposal relies on distributed constraint satisfaction problems (disCSP) which are an extension of classical constraint satisfaction problems (CSP). Compared to other works, our proposal is fully distributed and guaranties the exploration of an unknown environment with maintenance of connectivity between all the members of a robots´ team.
  • Keywords
    constraint theory; inference mechanisms; multi-robot systems; constraint satisfaction problems; distributed constraint reasoning; distributed constraint satisfaction problems; multiagent techniques; multirobot coordination algorithms; multirobot exploration; Bridges; Collaboration; Collaborative work; Mobile ad hoc networks; Mobile communication; Mobile robots; Multirobot systems; Orbital robotics; Proposals; Robot kinematics; disCSP; multi-agent coordination; multi-robot exploration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Tools with Artificial Intelligence, 2009. ICTAI '09. 21st International Conference on
  • Conference_Location
    Newark, NJ
  • ISSN
    1082-3409
  • Print_ISBN
    978-1-4244-5619-2
  • Electronic_ISBN
    1082-3409
  • Type

    conf

  • DOI
    10.1109/ICTAI.2009.104
  • Filename
    5364332