DocumentCode :
1747603
Title :
Vision based navigation for mobile robots in indoor environment by teaching and playing-back scheme
Author :
Tang, Lixin ; Yuta, Shin ´ichi
Author_Institution :
Intelligent Robot Lab., Tsukuba Univ., Ibaraki, Japan
Volume :
3
fYear :
2001
fDate :
2001
Firstpage :
3072
Abstract :
This paper presents a vision based autonomous navigation system for mobile robots in an indoor environment by teaching and playing-back scheme. The system uses an omnidirectional image sensor to perceive the environment, and extracts vertical edges as feature lines. The system memorizes a sequence of environmental images and robot´s poses during teaching stage. In the course of playback navigation, the system calculates the robot´s position difference from the memorized and currently taken images, and then decides the trajectory to track the taught route. The detail algorithm and the effectiveness of this method with experiments are shown.
Keywords :
computerised navigation; edge detection; feature extraction; image sequences; learning (artificial intelligence); mobile robots; position control; robot vision; edge detection; feature extraction; image sequence; indoor environment; learning system; mobile robots; navigation; omnidirectional image sensor; playing-back scheme; position control; Cameras; Education; Educational robots; Indoor environments; Mobile robots; Navigation; Robot control; Robot sensing systems; Robot vision systems; Trajectory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Robotics and Automation, 2001. Proceedings 2001 ICRA. IEEE International Conference on
ISSN :
1050-4729
Print_ISBN :
0-7803-6576-3
Type :
conf
DOI :
10.1109/ROBOT.2001.933089
Filename :
933089
Link To Document :
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