A MEMS Vibratory Gyroscope With Real-Time Mode-Matching and Robust Control for the Sense Mode

被引:40
|
作者
He, Chunhua [1 ,2 ]
Zhao, Qiancheng [1 ]
Huang, Qinwen [2 ]
Liu, Dachuan [1 ]
Yang, Zhenchuan [1 ]
Zhang, Dacheng [1 ]
Yan, Guizhen [1 ]
机构
[1] Peking Univ, Inst Microelect, Natl Key Lab Sci & Technol Micro Nano Fabricat, Beijing 100871, Peoples R China
[2] Minist Ind & Informat Technol, Sci & Technol Reliabil Phys & Applicat Elect Comp, Guangzhou 510610, Guangdong, Peoples R China
关键词
MEMS gyroscope; mode-matching; fuzzy control; neural network control; robust control; reliability; DESIGN; PERFORMANCE;
D O I
10.1109/JSEN.2014.2371456
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a method to accomplish automatic and real-time mode-matching control for a microelectromechanical systems vibratory gyroscope based on improved fuzzy algorithm and neural network algorithm. Meanwhile, robust control for the sense mode is applied to enhance the reliability of the closed-loop system. Experimental results demonstrate that it only needs similar to 8 s to achieve mode-matching intelligently in the improved fuzzy control system. In addition, a mismatching error <0.32 Hz is achieved over the temperature range from -40 degrees C to 80 degrees C in the neural network real-time control system, which is improved by more than one order of magnitude compared with that of once-time control system. In addition, the temperature coefficient of the zero bias is also improved to be 0.5 degrees/h/degrees C in the real-time mode-matching control system. Experimental results of phase margin, gain margin, and sensitivity margin indicate that the closed-loop system is stable and robust enough over the full temperature range. Moreover, the bandwidth and bias instability of the mode-matching gyroscope with closed-loop controlled sense mode are >85 Hz and <5 degrees/h, respectively.
引用
收藏
页码:2069 / 2077
页数:9
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