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Time- and Computation-Efficient Calibration of MEMS 3D Accelerometers and Gyroscopes

机译:MEMS 3D加速度计和陀螺仪的时间和计算效率标定

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摘要

We propose calibration methods for microelectromechanical system (MEMS) 3D accelerometers and gyroscopes that are efficient in terms of time and computational complexity. The calibration process for both sensors is simple, does not require additional expensive equipment, and can be performed in the field before or between motion measurements. The methods rely on a small number of defined calibration measurements that are used to obtain the values of 12 calibration parameters. This process enables the static compensation of sensor inaccuracies. The values detected by the 3D sensor are interpreted using a generalized 3D sensor model. The model assumes that the values detected by the sensor are equal to the projections of the measured value on the sensor sensitivity axes. Although this finding is trivial for 3D accelerometers, its validity for 3D gyroscopes is not immediately apparent; thus, this paper elaborates on this latter topic. For an example sensor device, calibration parameters were established using calibration measurements of approximately 1.5 min in duration for the 3D accelerometer and 2.5 min in duration for the 3D gyroscope. Correction of each detected 3D value using the established calibration parameters in further measurements requires only nine addition and nine multiplication operations.
机译:我们提出了一种微机电系统(MEMS)3D加速度计和陀螺仪的校准方法,这些方法在时间和计算复杂度方面都很有效。两个传感器的校准过程都很简单,不需要额外的昂贵设备,并且可以在运动测量之前或之间进行现场测量。该方法依赖于少量定义的校准测量值,这些测量值用于获取12个校准参数的值。该过程使得能够对传感器误差进行静态补偿。使用通用3D传感器模型解释3D传感器检测到的值。该模型假定传感器检测到的值等于传感器敏感轴上测量值的投影。尽管这一发现对于3D加速度计来说是微不足道的,但对于3D陀螺仪的有效性尚不明显。因此,本文详细阐述了后一个主题。对于示例传感器设备,使用3D加速计持续时间约1.5分钟和3D陀螺仪持续时间约2.5分钟的校准测量来建立校准参数。在进一步的测量中,使用已建立的校准参数对每个检测到的3D值进行校正仅需要进行九次加法和九次乘法运算。

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