Title :
Teleoperation of a vision-based mobile robot under office automation floors
Author :
Kubota, Naoyuki ; Kamijima, Shinichi ; Taniguchi, Kazuhiko
Author_Institution :
Dept. of Syst. Design, Tokyo Metropolitan Univ., Japan
fDate :
29 July-1 Aug. 2005
Abstract :
This paper discusses human interface between a human operator and a vision-based mobile robot used under office automation floors. First, we explain the hardware of tele-operation system of the mobile robot, and the display system of the measured information of the robot. There are many supporting poles in the under floor, and the robot should estimate the self-location according to the layout of the surrounding poles. We apply a K-means algorithm and a steady-state genetic algorithm (SSGA) for extracting poles from an image. Next, we apply the proposed method for the control of a mobile robot used under an office automation floor. Furthermore, we propose an attention mechanism to the human operator. Experimental results show the effectiveness of the proposed method.
Keywords :
genetic algorithms; mobile robots; office automation; robot vision; telerobotics; K-means algorithm; computational intelligence; human interface; human operator; mobile robot control; office automation floors; steady-genetic algorithm; teleoperation system; vision-based mobile robot; visual perception; Automatic control; Data mining; Displays; Genetic algorithms; Hardware; Humans; Mobile robots; Office automation; Robotics and automation; Steady-state;
Conference_Titel :
Mechatronics and Automation, 2005 IEEE International Conference
Print_ISBN :
0-7803-9044-X
DOI :
10.1109/ICMA.2005.1626620