Title :
Robust Adaptive Control of MEMS Triaxial Gyroscope Using Fuzzy Compensator
Author :
Fei, Juntao ; Zhou, Jian
Author_Institution :
Jiangsu Key Lab. of Power Transm. & Distrib. Equip. Technol., Hohai Univ., Changzhou, China
Abstract :
In this paper, a robust adaptive control strategy using a fuzzy compensator for MEMS triaxial gyroscope, which has system nonlinearities, including model uncertainties and external disturbances, is proposed. A fuzzy logic controller that could compensate for the model uncertainties and external disturbances is incorporated into the adaptive control scheme in the Lyapunov framework. The proposed adaptive fuzzy controller can guarantee the convergence and asymptotical stability of the closed-loop system. The proposed adaptive fuzzy control strategy does not depend on accurate mathematical models, which simplifies the design procedure. The innovative development of intelligent control methods incorporated with conventional control for the MEMS gyroscope is derived with the strict theoretical proof of the Lyapunov stability. Numerical simulations are investigated to verify the effectiveness of the proposed adaptive fuzzy control scheme and demonstrate the satisfactory tracking performance and robustness against model uncertainties and external disturbances compared with conventional adaptive control method.
Keywords :
Lyapunov methods; adaptive control; asymptotic stability; closed loop systems; compensation; control nonlinearities; fuzzy control; gyroscopes; micromechanical devices; numerical analysis; robust control; uncertain systems; Lyapunov stability; MEMS triaxial gyroscope; adaptive fuzzy controller; asymptotical stability; closed loop system convergence; external disturbances; fuzzy compensator; fuzzy logic controller; intelligent control methods; model uncertainties; numerical simulations; robust adaptive control; robustness; system nonlinearities; tracking performance; Adaptive systems; Fuzzy control; Gyroscopes; Mathematical model; Micromechanical devices; Uncertainty; Adaptive fuzzy control; MEMS gyroscope; fuzzy compensator; nonlinear function;
Journal_Title :
Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMCB.2012.2196039