Title :
Control of a wheeled mobile robot with two image processing grades
Author :
Nakashima, Tamio ; Yakoh, Takahiro ; Murakami, Toshiyuki ; Ohnishi, Kouhei
Author_Institution :
Dept. of Syst. Design Eng., Keio Univ., Yokohama, Japan
Abstract :
This paper proposes a new method for trajectory planning of a mobile robot with 3D image processing. Recent advances of computer technology make it possible to realize a real time feedback of visual information in motion control system. In almost all methods, it is assumed that environment and/or shape of obstacles are given. In the practical implementation, however, this assumption restricts the robot motion to realize a desired task. To address the above issue, this paper introduces level set method (LSM) to recognize 3D shape of unknown obstacle. The proposed approach has a simplified image processing and is easily applicable to motion control of the mobile robot.
Keywords :
feedback; image recognition; mobile robots; object recognition; path planning; real-time systems; 3D image processing; 3D shape recognition; LSM; level set method; motion control system; real time feedback; trajectory planning; unknown obstacle; visual information; wheeled mobile robot control;
Conference_Titel :
Advanced Motion Control, 2000. Proceedings. 6th International Workshop on
Conference_Location :
Nagoya, Japan
Print_ISBN :
0-7803-5976-3
DOI :
10.1109/AMC.2000.862944