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Experimental Design for the Inclination-Based Linear Magnetometers Calibration Method
Ist Teil von
IEEE transactions on instrumentation and measurement, 2024, Vol.73, p.1-9
Ort / Verlag
New York: IEEE
Erscheinungsjahr
2024
Quelle
IEEE/IET Electronic Library (IEL)
Beschreibungen/Notizen
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.