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 |
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Format: | Artikel |
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. |
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ISSN: | 0263-2241 1873-412X |
DOI: | 10.1016/j.measurement.2020.108664 |