• DocumentCode
    2354475
  • Title

    Collaborative localization of multi micro-robots based on Markov algorithm

  • Author

    Yi, Dai ; Guozheng, Yan

  • Author_Institution
    Sch. of Electron. & Electr. Eng., Shanghai Jiao Tong Univ., China
  • fYear
    2003
  • fDate
    19-22 Oct. 2003
  • Firstpage
    349
  • Lastpage
    355
  • Abstract
    Robot localization is one of the most fundamental problems in robotic research, especially in multi-robots system. At present, most multi MICRO robots systems only utilize external vision camera to provide location information and adopt method based on chromatic image segmentation techniques to localize each robot. This method has high requirement on system hardware while is less robust to run in practical simulation. This paper introduces a localization method of multi micro-robots based on Markov algorithm, which not only uses image captured by external camera but also motion model of each robot to perform localization task. It requires less system resources while gives more robust results. This approach is also scalable and efficient to deal with a system that has a larger number of micro robots.
  • Keywords
    Markov processes; image colour analysis; image segmentation; microrobots; robot vision; robust control; Markov algorithm; chromatic image segmentation techniques; collaborative localization; external vision camera; location information; motion model; multimicrorobots; multirobots system; robotic research; system hardware; Cameras; Collaboration; Image segmentation; Mobile robots; Orbital robotics; Position measurement; Robot sensing systems; Robot vision systems; Robustness; Sensor fusion;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Micromechatronics and Human Science, 2003. MHS 2003. Proceedings of 2003 International Symposium on
  • Print_ISBN
    0-7803-8165-3
  • Type

    conf

  • DOI
    10.1109/MHS.2003.1249966
  • Filename
    1249966