自行设计的可穿戴惯性测量装置中三轴加速度计的建模

H. Alqudah, X. Cui, Lin Ye, Kai Cao, J. Szymanski, Ying Guo, Steven W. Su
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引用次数: 1

摘要

本文介绍了自行设计的可穿戴式惯性测量单元(IMU-BMSJv2)及其三轴加速度计的标定。我们比较了两种常用的加速度计校准方法,经典方法(姿态相关)和自动校准方法(姿态无关)。并将这两种标定方法应用于自行设计的IMU-BMSJv2的标定;对三轴加速度计的标定进行了验证实验。实验结果表明,尽管自标定方法具有姿态无关的优点,但经典标定方法可以获得更好的参数估计。因此,我们声称,当某些实验条件得到满足时,姿态相关校准方法仍然是考虑的第一选择。
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Modeling of tri-axial accelerometers in a self-designed wearable inertial measurement unit
This paper introduces a self-designed wearable inertial measurement unit (IMU-BMSJv2) and the calibration of its tri-axial accelerometers. We compare two popular accelerometer calibration approaches, the classical method (attitude dependent) and auto calibration method (attitude independent). Both these two calibration methods have been applied for the calibration of the self-designed IMU-BMSJv2; verification experiments have been carried out for the calibration of the tri-axial accelerometers. Experimental results show that although the auto-calibration method has the advantage of attitude independency, the classical calibration method can achieve better parameter estimation. We thus claim that the attitude dependent calibration method is still the first option considered when certain experimental conditions are satisfied.
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