An improved scale factor calibration model of MEMS gyroscopes

Qijian Tang, Xiangjun Wang, Qingping Yang, Chang-zheng Liu
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引用次数: 9

Abstract

Scale factor nonlinearity is one of the main errors of MEMS gyroscopes. This paper firstly analyzes the operating principle of MEMS gyroscopes, and presents the commonly used model in calibration process. It is proved that calibrating the gyroscope scale factor in segments will result in higher fitting accuracy. Since it is difficult to determine the inverse function of a higher order function in microprocessor, this paper has developed a new calibration model, including the selection of suitable segment points based on the fitting residual error. The calibration experiments and validation test results have confirmed the high accuracy of this new model, with the calibration accuracy almost improved by one order of magnitude compared with the original model. It is also applicable to other MEMS gyroscopes.
一种改进的MEMS陀螺仪比例因子标定模型
尺度因子非线性是MEMS陀螺仪的主要误差之一。本文首先分析了MEMS陀螺仪的工作原理,给出了标定过程中常用的模型。实验证明,分段标定陀螺仪尺度因子可提高拟合精度。针对微处理器难以确定高阶函数的反函数的问题,本文建立了一种新的标定模型,包括基于拟合残差选择合适的分段点。标定实验和验证试验结果表明,该模型具有较高的标定精度,标定精度比原模型提高了近一个数量级。它也适用于其他MEMS陀螺仪。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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