Title :
Omni-directional vision-based parallel-parking control design for car-like mobile robot
Author :
Chao, Chan-Hong ; Ho, Cheng-Hsiang ; Lin, Sheng-Hsiung ; Li, Tzuu-Hseng S.
Author_Institution :
Dept. of Electr. Eng., Nat. Cheng Kung Univ., Tainan, Taiwan
Abstract :
This paper presents an omni-directional vision-based control scheme for the car-like mobile robot (CLMR), which possesses autonomous parking capability. At first, we apply the image processing technique to the omni-directional images to filter out the noise and find the characteristic points of the parking lot. From the image information, one can estimate the position of the CLMR in the parking space and figure out a feasible reference path. Then, we propose a fuzzy logical control to manipulate the steering wheel such that it can execute parallel-parking missions. Finally, the real-time experiment demonstrates the feasibility of the developed schemes.
Keywords :
fuzzy control; mobile robots; path planning; robot vision; steering systems; traffic control; wheels; autonomous parking capability; car-like mobile robot; fuzzy logical control; image processing technique; omni-directional vision-based control scheme; parallel-parking missions; steering wheel; Brushless DC motors; Cameras; Charge-coupled image sensors; Control design; Fuzzy control; Image processing; Machine vision; Mobile robots; Navigation; Robot vision systems;
Conference_Titel :
Mechatronics, 2005. ICM '05. IEEE International Conference on
Conference_Location :
Taipei
Print_ISBN :
0-7803-8998-0
DOI :
10.1109/ICMECH.2005.1529319