An orientation estimation strategy for low cost IMU using a nonlinear Luenberger observer

In this work a new orientation estimation strategy for a non-accelerated platform is presented. The proposed strategy is based on a low-cost inertial measurement unit (IMU). Orientation angles are obtained using a nonlinear Luenberger observer, while the common offset issues on the magnetometer are...

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Veröffentlicht in:Measurement : journal of the International Measurement Confederation 2021-03, Vol.173, p.108664, Article 108664
Hauptverfasser: Aligia, Diego A., Roccia, Bruno A., De Angelo, Cristian H., Magallán, Guillermo A., González, Guillermo N.
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Sprache:eng
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Zusammenfassung:In this work a new orientation estimation strategy for a non-accelerated platform is presented. The proposed strategy is based on a low-cost inertial measurement unit (IMU). Orientation angles are obtained using a nonlinear Luenberger observer, while the common offset issues on the magnetometer are calibrated by a recursive least-square algorithm. The strategy is implemented using a TM4C123GXL microcontroller and a MPU9150 sensor (nine-axis: gyro, accelerometer and magnetometer), which makes it a low-cost, compact system. Experimental results for the calibration and estimation procedures are shown to validate the proposal. •Orientation estimation observer is designed to run in a low cost microcontroller.•Orientation angles are obtained using a nonlinear Luenberger observer.•Hard iron offset are calibrated by a recursive least-square algorithm.
ISSN:0263-2241
1873-412X
DOI:10.1016/j.measurement.2020.108664