• DocumentCode
    256940
  • Title

    Visual navigation and control of mobile robots based on environment mapping

  • Author

    Wen-Chung Chang ; Huan-Chen Ling

  • Author_Institution
    Dept. of Electr. Eng., Nat. Taipei Univ. of Technol., Taipei, Taiwan
  • fYear
    2014
  • fDate
    10-12 Aug. 2014
  • Firstpage
    469
  • Lastpage
    474
  • Abstract
    Most of the recent research on autonomous mobile robotics is focused on obstacle detection and path planning in unknown environments. Improved accuracy in environment recognition and high precision in robot control can ensure feasibility of intelligent and autonomous mobile robotic systems in unexplored environments. To reach this goal, effective navigation and control approaches for the mobile robots must be proposed. This paper presents a path planning and control approach for blind robots equipped with no onboard cameras based on 2D navigation map, which is converted from the 3D environment map reconstructed by a scout robot equipped with an onboard camera using VSLAM (visual simultaneous localization and mapping) algorithm. In the region where blind robots can be observed by surveillance cameras, they can be efficiently driven to follow the planned trajectories based on the 2D navigation map. The proposed navigation and control system has been validated by simulations and experiments with a blind robot using available real-time vision from the surveillance cameras.
  • Keywords
    SLAM (robots); collision avoidance; intelligent control; mobile robots; navigation; real-time systems; robot vision; surveillance; 2D navigation map; VSLAM; autonomous mobile robotic systems; environment mapping; intelligent mobile robotic systems; obstacle detection; path planning; real-time vision; surveillance cameras; visual control; visual navigation; visual simultaneous localization and mapping; Cameras; Navigation; Robot vision systems; Surveillance; Three-dimensional displays; Trajectory; Environment mapping; Mobile Robot; Navigation; Visual servoing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Mechatronic Systems (ICAMechS), 2014 International Conference on
  • Conference_Location
    Kumamoto
  • Type

    conf

  • DOI
    10.1109/ICAMechS.2014.6911591
  • Filename
    6911591