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多方向振动测试的石英挠性加速度计高阶误差系数辨识
引用本文:陈雪冬,孙飞,李强,连德浩.多方向振动测试的石英挠性加速度计高阶误差系数辨识[J].传感器与微系统,2016(11).
作者姓名:陈雪冬  孙飞  李强  连德浩
作者单位:1. 中国工程物理研究院 电子工程研究所,四川 绵阳,621900;2. 西南科技大学 信息工程学院,四川 绵阳,621010
摘    要:高精度的误差系数可准确评价加速度计的精度与性能,从石英挠性加速度计误差模型入手,对其进行多方向振动测试试验,利用总体最小二乘(TLS)算法辨识加速度计模型方程中的高阶误差系数,建立较高精度的加速度计数学误差模型。为验证算法的有效性及所实施试验的可靠性,和传统重力场多点测试辨识加速度计参数方法作对比,同时,提出误差系数和决定系数两个指标来评价振动测试的辨识效果。结果表明:采用多方向振动测试结合总体最小二乘算法方案所辨识出加速度计高阶误系数精度较高,在实践中具有较好的借鉴意义。

关 键 词:石英挠性加速度计  高阶系数辨识  多方向振动测试  总体最小二乘  决定系数

High order error coefficient identification of quartz flexible accelerometer based on multi-direction vibration test
CHEN Xue-dong,SUN Fei,LI Qiang,LIAN De-hao.High order error coefficient identification of quartz flexible accelerometer based on multi-direction vibration test[J].Transducer and Microsystem Technology,2016(11).
Authors:CHEN Xue-dong  SUN Fei  LI Qiang  LIAN De-hao
Abstract:High precision error coefficients can accurately evaluate performance and precision of accelerometer, start from quartz flexible accelerometer error model,multi-directional vibration test experiments are carried out and by total least squares(TLS)algorithm to identify higher-order error coefficient in accelerometer model equation, establish high precision accelerometer mathematical error model. To verify effectiveness of algorithm and reliability of implemented experiment,taking the traditional multi-point gravity field test accelerometer parameter identification method for comparison,at the same time,put forward error coefficients and determination coefficients indicators to evaluate the effect of vibration test identification. The result shows that accelerometer higher order error coefficient identified by total least squares method combined with multi-directional vibration test has higher precision,and has good reference in practice.
Keywords:quartz flexible accelerometer  identification of higher order coefficient  multi-directional vibration test  total least squares(TLS)  coefficient of determination
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