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微小角速度下MEMS陀螺仪的非线性补偿研究

Research on Nonlinear Compensation of the MEMS Gyroscope under Tiny Angular Velocity.

作者信息

Ren Chunhua, Guo Dongning, Zhang Lu, Wang Tianhe

机构信息

The Key Laboratory of Optoelectronic Technology and System, Ministry of Education, Chongqing University, Chongqing 400030, China.

出版信息

Sensors (Basel). 2022 Aug 31;22(17):6577. doi: 10.3390/s22176577.

Abstract

The Micro-Electro-Mechanical System (MEMS) gyroscope has been widely used in various fields, but the output of the MEMS gyroscope has strong nonlinearity, especially in the range of tiny angular velocity. This paper proposes an adaptive Fourier series compensation method (AFCM) based on the steepest descent method and Fourier series residual correction. The proposed method improves the Fourier series fitting method according to the output characteristics of the MEMS gyroscope under tiny angular velocity. Then, the optimal weights are solved by the steepest descent method, and finally the fitting residuals are corrected by Fourier series to further improve the compensation accuracy. In order to verify the effectiveness of the proposed method, the angle velocity component of the earth's rotation is used as the input of the MEMS gyroscope to obtain the output of the MEMS gyroscope under tiny angular velocities. Experimental characterization resulted in an input angular velocity between -0.0036°/s and 0.0036°/s, compared with the original data, the polynomial compensation method, and the Fourier series compensation method, and the output nonlinearity of the MEMS gyroscope was reduced from 1150.87 ppm, 641.13 ppm, and 250.55 ppm to 68.89 ppm after AFCM compensation, respectively, which verifies the effectiveness and superiority of the proposed method.

摘要

微机电系统(MEMS)陀螺仪已在各个领域得到广泛应用,但MEMS陀螺仪的输出具有很强的非线性,尤其是在微小角速度范围内。本文提出了一种基于最速下降法和傅里叶级数残差校正的自适应傅里叶级数补偿方法(AFCM)。该方法根据MEMS陀螺仪在微小角速度下的输出特性对傅里叶级数拟合方法进行了改进。然后,通过最速下降法求解最优权重,最后利用傅里叶级数对拟合残差进行校正,以进一步提高补偿精度。为了验证该方法的有效性,将地球自转的角速度分量作为MEMS陀螺仪的输入,获取MEMS陀螺仪在微小角速度下的输出。实验表征得到的输入角速度在-0.0036°/s至0.0036°/s之间,与原始数据、多项式补偿方法和傅里叶级数补偿方法相比,经过AFCM补偿后,MEMS陀螺仪的输出非线性分别从1150.87 ppm、641.13 ppm和250.55 ppm降低至68.89 ppm,这验证了所提方法的有效性和优越性。

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