Title :
Fuzzy disturbance observer approach to robust tracking control of nonlinear sampled systems with the guaranteed suboptimal H∞ performance
Author :
Kim, Euntai ; Park, Changwoo
Author_Institution :
Sch. of Electr. & Electron. Eng., Yonsei Univ., Seoul, South Korea
fDate :
6/1/2004 12:00:00 AM
Abstract :
This paper presents a new approach to robust tracking control of the nonlinear sampled systems using a discrete-time fuzzy disturbance observer (DFDO). Novel update and control laws are proposed to guarantee that all the signals in the closed-loop control system are uniformly ultimately bounded (UUB) in a compact set. No persistence of excitation (PE) condition, nor the assumption on the slowness of the change of the fuzzy parameters, is required. In addition, a robustifying controller is designed to improve the tracking performance. Finally, a computer simulation example is presented to illustrate the effectiveness and the applicability of the suggested method.
Keywords :
H/sup /spl infin// control; discrete time systems; fuzzy systems; nonlinear control systems; observers; robust control; sampled data systems; suboptimal control; closed-loop control system; discrete-time fuzzy disturbance observer; nonlinear sampled systems; projection operator; robust tracking control; robustifying controller; suboptimal H/sub /spl infin// performance; Adaptive control; Computer simulation; Control systems; Fuzzy control; Fuzzy logic; Fuzzy systems; Nonlinear control systems; Programmable control; Robust control; Uncertain systems; Algorithms; Artificial Intelligence; Fuzzy Logic; Models, Statistical; Nonlinear Dynamics; Signal Processing, Computer-Assisted; Stochastic Processes;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMCB.2004.825917