DocumentCode :
1128054
Title :
A fuzzy decentralized variable structure tracking control with optimal and improved robustness designs: theory and applications
Author :
Hwang, Chih-Lyang ; Lin, Hung-Yueh
Author_Institution :
Dept. of Mech. Eng., Tatung Univ., Taiwan, Taiwan
Volume :
12
Issue :
5
fYear :
2004
Firstpage :
615
Lastpage :
630
Abstract :
To begin with, each subsystem of a nonlinear interconnected system was approximated by a weighted combination of L linear pulse transfer function systems (LPTFSs). For every nominal LPTFS of the mth subsystem, a dead-beat to its switching surface was first designed. The output disturbance of the mth LPTFS included the interconnections coming from the other subsystems, the approximation error of the mth subsystem, and the interactions resulting from the other LPTFSs. In general, this output disturbance was not small and contains various frequencies. Under this circumstances, the H-norm of the weighted sensitivity function between the mth switching surface and its corresponding output disturbance was minimized. In addition, an appropriate selection of the weighted function for the sensitivity could reject the corresponding mode of the output disturbance. Although the effect of the output disturbance is attenuated and partially rejected, a better performance could be enhanced by a switching control based on the Lyapunov redesign. In addition, the stability of the overall system was verified by Lyapunov stability theory. The simulations for the LPTFSs with different delays or nonminimum phases or unstable features were arranged to evaluate the effectiveness of the proposed control. Finally, the application to the trajectory tracking of the robot arm including the fuzzy modeling was carried out to confirm the practicality of the proposed control.
Keywords :
H control; Lyapunov methods; decentralised control; fuzzy control; manipulators; nonlinear control systems; position control; time-varying systems; transfer functions; variable structure systems; H norm; Lyapunov stability; decentralized variable structure tracking control; fuzzy modeling; linear pulse transfer function system; nonlinear connected system; robot arm; switching control; trajectory tracking; Approximation error; Delay effects; Frequency; Fuzzy control; Interconnected systems; Lyapunov method; Optimal control; Robust control; Stability; Transfer functions; Dead-beat control; LPTF; Lyapunov redesign; Lyapunov stability theory; discrete-time variable structure control; fuzzy linear pulse transfer function; robot control; weighted sensitivity minimization in $H^infty$-norm space;
fLanguage :
English
Journal_Title :
Fuzzy Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
1063-6706
Type :
jour
DOI :
10.1109/TFUZZ.2004.834819
Filename :
1341429
Link To Document :
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