Title :
Automatic Navigation for A Mobile Robot with Monocular Vision
Author :
Zhan, Qiang ; Huang, Shouren ; Wu, Jia
Author_Institution :
Robot Res. Inst., Beijing Univ. of Aeronaut. & Astronaut., Beijing
Abstract :
Monocular vision based navigation method has the merits of simple computation and cheap hardware and is promising to realize real time navigation. A monocular vision based navigation method for a mobile robot moving in unknown environment is presented in the paper. By a special installation of a monocular camera on the top of a mobile robot, the method can realize the obstacle detection, distance measurement and path planning based on one single image, so as to realize automatic navigation of a mobile robot in unknown environment. Experiments on the method were done in real environment and it shows that a mobile robot can move automatically and safely under the guide of its monocular vision system.
Keywords :
collision avoidance; mobile robots; robot vision; distance measurement; mobile robot automatic navigation; monocular camera; monocular vision system; obstacle detection; path planning; real time navigation; Calibration; Cameras; Distance measurement; Image edge detection; Mobile robots; Navigation; Path planning; Radar detection; Robot kinematics; Robot vision systems; automatic navigation; distance measurement; local path planning; monocular vision; obstacle detection;
Conference_Titel :
Robotics, Automation and Mechatronics, 2008 IEEE Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-1675-2
Electronic_ISBN :
978-1-4244-1676-9
DOI :
10.1109/RAMECH.2008.4681418