Modeling of tri-axial accelerometers in a self-designed wearable inertial measurement unit
Hamzah M. Alqudah, Xiwei Cui, Lin Ye, Kai Cao, Jan Szymański, Ying Guo, Steven Weidong Su
Abstract
Hamzah M. Alqudah, Xiwei Cui, Lin Ye, Kai Cao, Jan Szymański, Ying Guo, Steven Weidong Su
Abstract
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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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.
Key concepts: Accelerometer, Calibration, Inertial measurement unit, Computer science, Units of measurement, Wearable computer, Inertial reference unit, Inertial frame of reference