青岛大学学报（自然科学版）2017，Vol.30Issue(4)：31-35,41,6.DOI:10.3969/j.issn.1006-1037.2017.11.07
MEMS加速度计随机误差分析及建模方法研究
Research on Random Error Analysis and Modeling Method of MEMS Accelerometer
摘要
Abstract
MEMS accelerometer has the disadvantages of low signal-to-noise ratio,low precision and poor stability.The main reason is the effect of accelerometer internal random error,so reduce the impact of random error becomes the key to improve the accuracy and stability.Allan variance analysis method is used to analyze the random error of the measured data of the accelerometer,got the influence coefficient of the random noise performance of the accelerometer.Mathematical modeling of the accelerometer data using time series analysis,and the FPE model is used to determine the model and order.Through experimental research,the accelerometer data modeling method is scientific and effective.The measured data are significantly improved in accuracy and stability.关键词
MEMS加速度计/随机误差/Allan方差/时间序列分析法/建模Key words
MEMS accelerometer/random error/Allan variance/time series analysis/modeling分类
数理科学引用本文复制引用
陈鹏光,杜少林,陈书钊,王瑞,陈剑鸣..MEMS加速度计随机误差分析及建模方法研究[J].青岛大学学报（自然科学版）,2017,30(4):31-35,41,6.基金项目
国家自然科学基金(批准号:KKGA201607014)资助. （批准号:KKGA201607014）
