SHEN Xiaowei, CHANG Ruihua, ZHOU Quan, et al. Temperature compensation method for MEMS gyroscope based on adaptive piecewise fitting[J]. 2020, (8): 26-29.
SHEN Xiaowei, CHANG Ruihua, ZHOU Quan, et al. Temperature compensation method for MEMS gyroscope based on adaptive piecewise fitting[J]. 2020, (8): 26-29. DOI: 10.13873/J.1000-9787(2020)08-0026-04.
MEMS陀螺自适应分段温度补偿方法
摘要
针对微机电系统(MEMS)陀螺零偏受温度影响较大的问题
提出一种自适应分段温度补偿方法。根据全温度区间下温度曲线的变化关系
设计一种规则自动提取合适的拐点;以拐点作为分段区间的端点
将温度曲线划分为多个不等间距的单调区间
并对各个区间温度曲线进行多项式拟合
形成陀螺的零偏温度模型;通过温度模型计算陀螺当前温度下的零偏值
再从陀螺输出中去除零偏
完成温度零偏标定。实验结果表明:与传统固定分段线性拟合相比
所提方法拟合系数更少
最大误差由2.56×10
-2
(°)/s减小为0.51×10
-2
(°)/s
能够有效补偿温度变化范围较宽、非线性变化情况下的陀螺温度零偏
工程实用性强。
Abstract
Aiming at the problem that the bias of micro-electro-mechanical system( MEMS) gyroscope is susceptible to temperature
a temperature compensation method based on adaptive piecewise fitting is proposed.According to the relationship of the temperature curve variation in full temperature range
an appropriate inflection points are extracted based on some rules. Taking inflection points as the endpoints of segmented interval
the temperature curve is divided into a plurality of unequal spacing. Each interval temperature curve is fitted by po1 ynomial method
and bias temperature compensation model is formed. Then the gyroscope bias is calculated by the model
and the calibration is finished by rem
oving the bias from the gyroscope output. The experimental results show that the proposed method has less fitting coefficient compared to the traditional fixed piecewise linear fitting
and the maximum error is reduced from 2. 56 × 10
-2
( °)/s to 0. 51 × 10
-2
( °)/s. The proposed method can compensate the bias under the condition of wide variation range and nonlinear change