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A temperature compensation procedure for performance improvement of mass-produced MEMS gyroscopes based on direct parameter measurement.

机译:一种基于直接参数测量的,用于提高量产MEMS陀螺仪性能的温度补偿程序。

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摘要

Micro Electro Mechanical Systems gyroscopes are an enabling technology for many rate sensing applications that require low cost, mass and volume, including the class of spacecraft known as nano- or pico-satellites. The weakness of these types of gyroscopes to date has been limited performance capabilities, especially over a varying temperature range. This thesis presents a methodology for correcting the gyroscope output signal for variations over temperature based on measurements of specific internal gyro parameters, namely, drive and sense axis resonant frequency, and off-axis electrostatic forcing function.;The thesis presents the development of the full analytical equations of motion for a translating type MEMS gyro. The equations are simplified, numerically validated, and decomposed for gyro scale factor and bias expressions. Employing gyroscope parameters obtained from open literature sources as a function of temperature, a reference model of gyro scale factor and bias voltage as a function of temperature is developed.;The research also includes the empirical testing of two types of gyro, and ten total individual devices, including eight ADXRS150 automotive grade gyroscopes from Analog Devices. Device outputs at temperatures from -35°C to +75°C and across a range of rotation rate were measured and processed to calculate individual gyro scale factor and bias. Data from all gyros were analyzed using a principal component methodology to extract the dominant structures in the gyro behavior.;The final correction model is individualized for each gyro using ambient scale factor and bias data from that gyro. This model is used to compensate the individual raw gyro output taken during testing. Compositing the compensated output from all gyro provides a final rate estimate, which can be compared against the known testing inputs. The results demonstrate considerable improvement over manufacturer-provided scale factor and bias correction values. With the linkage between the performance over temperature and the internal parameters established, the gyro output may be compensated using the ambient data only without the need for prior calibration over the full temperature range.
机译:微机电系统陀螺仪是一种适用于许多要求低成本,大质量和小体积的速率传感应用的使能技术,包括被称为纳米卫星或微卫星的航天器。迄今为止,这些类型的陀螺仪的弱点是有限的性能,特别是在变化的温度范围内。本文提出了一种基于特定内部陀螺仪参数的测量来校正陀螺仪输出信号随温度变化的方法,这些内部陀螺仪参数是驱动和感测轴的共振频率以及离轴的静电强迫功能。平移式MEMS陀螺仪的运动解析方程。对陀螺比例因子和偏差表达式进行了简化,数值验证和分解。利用从公开文献中获得的陀螺仪参数作为温度的函数,开发了陀螺比例因子和偏置电压作为温度函数的参考模型;该研究还包括对两种类型的陀螺仪进行的实验测试,总共十种陀螺仪器件,包括来自ADI公司的八台ADXRS150汽车级陀螺仪。在-35°C至+ 75°C的温度范围内以及整个转速范围内,测量并处理器件输出,以计算出各个陀螺仪的比例因子和偏差。使用主成分方法分析所有陀螺仪的数据,以提取陀螺仪行为中的主要结构。;使用环境比例因子和该陀螺仪的偏差数据为每个陀螺仪定制最终校正模型。该模型用于补偿测试期间获取的单个原始陀螺仪输出。组合所有陀螺仪的补偿输出可提供最终速率估算,可以将其与已知的测试输入进行比较。结果表明,与制造商提供的比例因子和偏差校正值相比,有了很大的改进。通过在温度范围内的性能和内部参数之间建立联系,陀螺仪的输出可以仅使用环境数据进行补偿,而无需事先在整个温度范围内进行校准。

著录项

  • 作者

    Straube, Timothy Milton.;

  • 作者单位

    University of Colorado at Boulder.;

  • 授予单位 University of Colorado at Boulder.;
  • 学科 Engineering Aerospace.
  • 学位 Ph.D.
  • 年度 2010
  • 页码 136 p.
  • 总页数 136
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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