Title :
Visual servoing based on fuzzy adaptive PID with Modified Smith Predictor for micromanipulation
Author :
Zeng, Xiangjin ; Huang, Xinhan ; Wang, Min
Author_Institution :
Dept. of Control Sci. & Eng., Huazhong Univ. of Sci. & Technol., Wuhan
Abstract :
A control scheme based on fuzzy adaptive PID with a Modified Smith Predicator (MSP) for the control of micromanipulation is proposed. For the vision delay, a timing modeling of visual servoing system is built. According to analysis for the position based dynamic look and move control scheme, the control scheme employs fuzzy PID with a similar structure to the Smith predictor called modified Smith predictor to eliminate the vision delay. The simulations and experiments show that the vision control system with the proposed control scheme has better dynamic performance than the vision control system with a single PID controller. The proposed control scheme resolves the problems of vision servoingpsilas inherent time delay, which meets the requirements of micromanipulation.
Keywords :
adaptive control; fuzzy control; micromanipulators; motion control; position control; robot vision; three-term control; visual servoing; fuzzy adaptive PID control; micromanipulation; modified smith predictor; position based dynamic look control; position based dynamic move control; vision control system; vision delay; visual servoing; Adaptive control; Control system synthesis; Control systems; Delay effects; Fuzzy control; Machine vision; Programmable control; Three-term control; Timing; Visual servoing; fuzzy adaptive PID; microscope visual servoing; modified Smith predictor; timing modelling; vision delay;
Conference_Titel :
Advanced Intelligent Mechatronics, 2008. AIM 2008. IEEE/ASME International Conference on
Conference_Location :
Xian
Print_ISBN :
978-1-4244-2494-8
Electronic_ISBN :
978-1-4244-2495-5
DOI :
10.1109/AIM.2008.4601675