• DocumentCode
    2363110
  • Title

    Complete Coverage Path Planning Based on Ant Colony Algorithm

  • Author

    Zhang Chibin ; Wang Xingsong ; Yong, Du

  • Author_Institution
    Sch. of Mech. Eng., Southeast Univ., Nanjing
  • fYear
    2008
  • fDate
    2-4 Dec. 2008
  • Firstpage
    357
  • Lastpage
    361
  • Abstract
    The complete coverage path planning algorithm integrating local subarea coverage with global planning was proposed. According to the characteristic of Boustrophedon cellular decomposition, the robot covers local subarea through back and forth motion. The distance between every subareas was redefined, which including connectivity, least distance and number of obstacles between subareas. The new distance matrix of subareas in environment is built for global planning. Based on ant colony algorithm, the robot uses the distance matrix to get the optimization sequence of the subareas after decomposed the coverage environment. Experiments on a simulation of environment verify the validity of the proposed algorithm.
  • Keywords
    matrix algebra; mobile robots; optimisation; path planning; sequences; Boustrophedon cellular decomposition; ant colony algorithm; complete coverage path planning algorithm; local subarea coverage; mobile robot; optimization sequence; Ant colony optimization; Heuristic algorithms; Machine vision; Matrix decomposition; Mechanical engineering; Mechatronics; Motion planning; Path planning; Robots; Traveling salesman problems; ant colony algorithm; complete coverage path planning; complete weighted connected matrix; mobile robot;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronics and Machine Vision in Practice, 2008. M2VIP 2008. 15th International Conference on
  • Conference_Location
    Auckland
  • Print_ISBN
    978-1-4244-3779-5
  • Electronic_ISBN
    978-0-473-13532-4
  • Type

    conf

  • DOI
    10.1109/MMVIP.2008.4749559
  • Filename
    4749559