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
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;
Conference_Titel :
Advanced Mechatronic Systems (ICAMechS), 2014 International Conference on
Conference_Location :
Kumamoto
DOI :
10.1109/ICAMechS.2014.6911591