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Experimental Design for the Inclination-Based Linear Magnetometers Calibration Method | IEEE Journals & Magazine | IEEE Xplore

Experimental Design for the Inclination-Based Linear Magnetometers Calibration Method


Abstract:

In this article, a linear triaxial magnetometer calibration model with six observations is proposed for wearable inertial measurement unit (IMU) sensors. First, the infor...Show More

Abstract:

In this article, a linear triaxial magnetometer calibration model with six observations is proposed for wearable inertial measurement unit (IMU) sensors. First, the information matrix of the six-parameter calibration model is derived under the proposed six-observation scheme, and its G-optimality is proven. Thereafter, a series of simulation studies were conducted to demonstrate the effectiveness and robustness of the six-observation scheme. Finally, the designed six-observation scheme is experimentally verified by the commercial IMU devices. The simulation and experimental results both demonstrate the efficiency and accuracy of the proposed optimal six-observation scheme. This scheme simplifies the calibration procedure and reduces the calculation workload, further providing guidance for the daily use of wearable sensor calibration.
Article Sequence Number: 1005609
Date of Publication: 14 May 2024

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