DocumentCode :
1603262
Title :
The trajectory tracking of robots via a fuzzy linear pulse transfer function matrix based variable structure control
Author :
Hwang, Chih-Lyang ; Lin, Hung-Yueh ; Jan, Chau
Author_Institution :
Dept. of Mech. Eng., Tatung Univ., Taiwan
Volume :
1
fYear :
2003
Firstpage :
242
Abstract :
Due to the complexity of robot, its exact description is difficult. On the contrary, a linear model about a specific operating point for a nominal robot is easy Then, a nominal robot can be approximated by the weighted combination of N subsystems described by the pulse transfer function matrices. The approximation error between the robot and the fuzzy linear pulse transfer function matrix system (FLPTFMS) includes two categories: the structural one caused by parameter variations and the unstructural one caused by measurement noise and external disturbance. The approximation error is represented by the weighted combination of the output disturbance in every subsystem. In addition, the output response of the ith closed-loop subsystem is subjected to the uncertainties caused by the output disturbance and the interaction dynamics resulting from the other subsystems. Due to the existence of the (remaining) uncertainties, a disadvantageous response often occurs. Under the circumstances, a switching control in every subsystem is designed to reinforce the system performance. The experiments of two-joint robot in the horizontal plane with (or without) payload confirm the practicality of the proposed control.
Keywords :
Lyapunov methods; closed loop systems; fuzzy control; mobile robots; parameter estimation; path planning; robot kinematics; robust control; tracking; transfer function matrices; variable structure systems; Lyapunov redesign; approximation error; closed-loop subsystem; controller design; dead-beat control; external disturbance; fuzzy linear pulse transfer function matrix; measurement noise; parameter variations; robot complexity; robot dynamics; robots trajectory tracking; switching control; two-joint robot arm; uncertainties; variable structure control; Approximation error; Control systems; Fuzzy control; Fuzzy systems; Noise measurement; Pulse measurements; Robots; Trajectory; Transfer functions; Uncertainty;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems, 2003. FUZZ '03. The 12th IEEE International Conference on
Print_ISBN :
0-7803-7810-5
Type :
conf
DOI :
10.1109/FUZZ.2003.1209369
Filename :
1209369
Link To Document :
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