Adaptive Dynamic Surface Control of MEMS Gyroscope Sensor Using Fuzzy Compensator

被引:30
|
作者
Lei, Dandan [1 ]
Wang, Tengteng [1 ]
Cao, Di [1 ]
Fei, Juntao [1 ]
机构
[1] Hohai Univ, Coll Internet Things Engn, Changzhou 213022, Peoples R China
来源
IEEE ACCESS | 2016年 / 4卷
基金
美国国家科学基金会;
关键词
Dynamic surface control; adaptive fuzzy control; sliding mode control; MEMS gyroscope; NONLINEAR-SYSTEMS; TRIAXIAL GYROSCOPE; FEEDBACK FORM; DEAD-ZONE; DESIGN;
D O I
10.1109/ACCESS.2016.2596538
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A novel adaptive method for the micro-electro mechanical systems (MEMSs) gyroscope based on a dynamic surface control and combined with the approach of adaptive fuzzy and sliding mode control (SMC) was shown in this paper. The first-order filter was introduced to the conventional adaptive backstepping technique in the dynamic surface control, which not only maintains the advantage of original backstepping technique, but also reduces the number of parameters and avoids the problem of parameter expansion. The adaptive fuzzy logic system is employed to approximate the dynamic characteristics of the gyroscope; the SMC is a kind of compensation for the error of the fuzzy approximation, which reduced the chattering phenomenon in adaptive control significantly. The proposed control scheme has improved the dynamic characteristics of the gyroscope, reducing the chattering of inputs and improving the timeliness and effectiveness of tracking. Simulation results indicate that the proposed control scheme has superior performance compared with conventional SMC.
引用
收藏
页码:4148 / 4154
页数:7
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