• DocumentCode
    3592986
  • Title

    Research and design of mobile robot moving object tracking system on hierarchical control

  • Author

    Liu Wei ; Tan Min ; Jian-ping, Wang ; Chongwei, Zhang ; Wang Jun

  • Author_Institution
    Sch. of Electr. Eng. & Autom., Hefei Univ. of Technol., Hefei, China
  • Volume
    1
  • fYear
    2010
  • Abstract
    A intelligent control model structure of double-level-three-stage is presented to deal with the moving robot detecting and tracking system. According to basic ideas of imitation of human intelligence control, it includes Decision-making level and Execution level, each level is decomposed into 3 stages. In the process of tracking, the moving objects state forecast and two-step increment tracking algorithm based on Kalman filter are adopted to drive the mobile robot quickly and smoothly. The robot system to detect and track moving objects with the model structure is designed and its application in automobile stake is illustrated.
  • Keywords
    Kalman filters; hierarchical systems; intelligent control; mobile robots; object detection; robot vision; Kalman filter; hierarchical control; intelligent control; mobile robot; moving object tracking system; moving robot detection system; two-step increment tracking algorithm; Humans; Image recognition; Image segmentation; Robot kinematics; Kalman filter; automobile Stake component; intelligent control system; vision track;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Application and System Modeling (ICCASM), 2010 International Conference on
  • Print_ISBN
    978-1-4244-7235-2
  • Electronic_ISBN
    978-1-4244-7237-6
  • Type

    conf

  • DOI
    10.1109/ICCASM.2010.5619212
  • Filename
    5619212