Title :
Visual servo technique of autonomous mobile robot in bended pipe
Author :
Xiaohua, Zhang ; Hongjun, Chen
Author_Institution :
Dept. of Electr. Eng., Harbin Inst. of Technol., China
Abstract :
Presents a visual servoing control method considering the problem of movement of an autonomous mobile robot in a bended pipe. Considering the turning of the robot at bends, a vision based intelligent control system is presented for the coordinated control of three wheels of the robot. The key techniques of the pipeline mobile robot are how to recognize the existence of bended pipe online, how to recognize the orientation of the bend and the curvature of the bend. The paper discusses the image recognition problems based on a CCD vision sensor. For the recognition of existence of bended pipe, the paper studies the image processing problem and provides an image recognition algorithm based on the movement invariant quadrature. For the recognition of orientation of the bended pipe, the paper provides a method based on the characteristics rotating vector and a neural network is utilized to recognize the orientation of the bended pipe. Finally the paper discusses the problem of the curvature recognition of the bended pipe and shows that a genetic algorithm can be used to achieve the optimization.
Keywords :
CCD image sensors; fuzzy control; image recognition; intelligent control; mobile robots; neurocontrollers; robot vision; CCD vision sensor; autonomous mobile robot; bended pipe; bent pipe; coordinated control; curvature recognition; genetic algorithm; image recognition; movement invariant quadrature; neural network; orientation recognition; turning; vision based intelligent control system; visual based intelligent control system; visual servo technique; Character recognition; Image recognition; Intelligent control; Intelligent robots; Mobile robots; Robot kinematics; Robot vision systems; Servomechanisms; Turning; Visual servoing;
Conference_Titel :
Industrial Technology, 2002. IEEE ICIT '02. 2002 IEEE International Conference on
Print_ISBN :
0-7803-7657-9
DOI :
10.1109/ICIT.2002.1189965