Title :
Research on Optimization Algorithm for Spatial Position Control of Robotic Visual Servo System
Author :
Yuqiu, Shi ; Shenghui, Pan ; Zhaomin, Ma ; Junfeng, Han
Author_Institution :
Dept. of Electr. Inf. & Control Eng., Guangxi Univ. of Technol., Liuzhou, China
Abstract :
Based on the three joint of robotic arm, to track an arbitrary continued path, a moving control algorithm based on Particle Swarm Optimization was studied in the visual servo system of three-joint robot arm in the paper. The optimization is based on the minimum error of distance between the end point of robot arm and the position of input path. In this case, the adaptability and intelligent of the robot would be improved with complicated working environment and task. The simulation experiment shows that the performance of system to track a continuous trajectory is Optimized, and has strong robustness.
Keywords :
manipulators; mobile robots; particle swarm optimisation; position control; robot vision; servomechanisms; visual servoing; particle swarm optimization algorithm; robotic visual servo system; spatial position control; three-joint robot arm; Control systems; Intelligent robots; Joining processes; Manipulators; Paper technology; Position control; Robot kinematics; Robot sensing systems; Robotics and automation; Servomechanisms; Joint Manipulator; Optimization Algorithm; Visual Servo-controlled Robots;
Conference_Titel :
Intelligent Computation Technology and Automation (ICICTA), 2010 International Conference on
Conference_Location :
Changsha
Print_ISBN :
978-1-4244-7279-6
Electronic_ISBN :
978-1-4244-7280-2
DOI :
10.1109/ICICTA.2010.595