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首页> 外文期刊>Sensors Journal, IEEE >A MEMS Vibratory Gyroscope With Real-Time Mode-Matching and Robust Control for the Sense Mode
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A MEMS Vibratory Gyroscope With Real-Time Mode-Matching and Robust Control for the Sense Mode

机译:具有实时模式匹配和感应模式鲁棒控制的MEMS振动陀螺仪

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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 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 °C to 80 °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°/h/°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°/h, respectively.
机译:本文提出了一种基于改进的模糊算法和神经网络算法的微机电系统振动陀螺仪自动实时模式匹配控制方法。同时,针对感测模式的鲁棒控制被应用以增强闭环系统的可靠性。实验结果表明,在改进的模糊控制系统中,仅需s就可以智能地实现模式匹配。此外,在神经网络实时控制系统中,在−40°C至80°C的温度范围内,失配误差<0.32 Hz,与一次相比,失配误差提高了一个数量级以上。时间控制系统。此外,在实时模式匹配控制系统中,零偏压的温度系数也提高到了0.5°/ h /°C。相位裕度,增益裕度和灵敏度裕度的实验结果表明,闭环系统在整个温度范围内都足够稳定和鲁棒。此外,具有闭环控制感测模式的模式匹配陀螺仪的带宽和偏置不稳定性分别为> 85 Hz和<5°/ h。

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