Study of a MEMS Vibratory Gyroscope Using Adaptive Iterative Learning Control

被引:3
|
作者
Lu, Xiaochun [1 ,2 ]
Fei, Juntao [1 ,2 ]
机构
[1] Hohai Univ, Coll IOT Engn, Changzhou, Peoples R China
[2] Hohai Univ, Coll Energy & Elect Engn, Nanjing, Peoples R China
基金
美国国家科学基金会;
关键词
MEMS Vibratory Gyroscopes; Adaptive Iterative Learning Control; Trajectory Tracking; Adaptive Control; UNCERTAIN ROBOTIC SYSTEMS; NONLINEAR-SYSTEMS; MANIPULATORS;
D O I
10.5772/58933
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This paper proposes a framework, namely adaptive iterative learning control (AILC), which is used in the control of a microelectromechanical system (MEMS) gyroscope, to realize high-precision trajectory tracking control. According to the characteristics of the MEMS gyroscope's model, the proposed AILC algorithm includes an adaptive law of parametric estimation and an iteration control law, which is updated in the iterative domain without any prior knowledge of MEMS gyroscopes. The convergence of the method is proven by a Lyapunov-like approach, which shows that the designed controller can guarantee the stability of the system and make the output tracking errors to converge completely to zero while the iteration index tends to infinity. By comparing AILC and traditional PD-ILC, the simulation results demonstrate the effectiveness of AILC and its robustness against external random disturbance.
引用
收藏
页数:9
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