Adaptive fuzzy backstepping sliding mode control for MEMS gyroscope

被引:9
作者
Fei, Juntao [1 ]
Xin, Mingyuan [1 ]
机构
[1] Hohai Univ, Jiangsu Key Labarotory Power Transmiss & Distribu, Coll Comp & Informat, Changzhou 213022, Peoples R China
基金
美国国家科学基金会;
关键词
MEMS triaxial gyroscope; backstepping sliding mode control; adaptive fuzzy control; SYSTEMS;
D O I
10.3233/IFS-131040
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, a backstepping sliding mode control incorporating the adaptive fuzzy logic controller is proposed to achieve robust tracking performance for the Micro Electro Mechanical systems (MEMS) triaxial gyroscope. An adaptive fuzzy backstepping controller that can compensate the system nonlinearities is incorporated into the sliding mode control scheme in the Lyapunov framework. An adaptive fuzzy controller is used to learn the unknown upper bound of model uncertainties and external disturbances. First, a backstepping sliding mode controller is designed to compensate the model uncertainties and external disturbances. Then, an adaptive fuzzy control approach is developed to estimate the upper bound of the lumped uncertainty in the configuration of backstepping sliding mode control. Numerical simulation is provided to verify the effectiveness of the proposed scheme.
引用
收藏
页码:817 / 826
页数:10
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