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Magnetometer and Gyroscope Calibration Method with Level Rotation

Micro electro mechanical system (MEMS) gyroscopes and magnetometers are usually integrated into a sensor module or chip and widely used in a variety of applications. In existing integrated gyroscope and magnetometer calibration methods, rotation in all possible orientations is a necessary condition...

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Detalles Bibliográficos
Autores principales: Wu, Zongkai, Wang, Wei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5876791/
https://www.ncbi.nlm.nih.gov/pubmed/29494558
http://dx.doi.org/10.3390/s18030748
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author Wu, Zongkai
Wang, Wei
author_facet Wu, Zongkai
Wang, Wei
author_sort Wu, Zongkai
collection PubMed
description Micro electro mechanical system (MEMS) gyroscopes and magnetometers are usually integrated into a sensor module or chip and widely used in a variety of applications. In existing integrated gyroscope and magnetometer calibration methods, rotation in all possible orientations is a necessary condition for a good calibration result. However, rotation around two or more axes is difficult to attain, as it is limited by the range of movement of vehicles such as cars, ships, or planes. To solve this problem, this paper proposes an integrated magnetometer and gyroscope calibration method with level rotation. The proposed method presents a redefined magnetometer output model using level attitude. New gyroscope and magnetometer calibration models are then deduced. In addition, a simplified cubature Kalman filter (CKF) is established to estimate calibration parameters. This method possesses important value for application in actual systems, as it only needs level rotation for real-time calibration of gyroscopes and magnetometers. Theoretical analysis and test results verify the validity and feasibility of this method.
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spelling pubmed-58767912018-04-09 Magnetometer and Gyroscope Calibration Method with Level Rotation Wu, Zongkai Wang, Wei Sensors (Basel) Article Micro electro mechanical system (MEMS) gyroscopes and magnetometers are usually integrated into a sensor module or chip and widely used in a variety of applications. In existing integrated gyroscope and magnetometer calibration methods, rotation in all possible orientations is a necessary condition for a good calibration result. However, rotation around two or more axes is difficult to attain, as it is limited by the range of movement of vehicles such as cars, ships, or planes. To solve this problem, this paper proposes an integrated magnetometer and gyroscope calibration method with level rotation. The proposed method presents a redefined magnetometer output model using level attitude. New gyroscope and magnetometer calibration models are then deduced. In addition, a simplified cubature Kalman filter (CKF) is established to estimate calibration parameters. This method possesses important value for application in actual systems, as it only needs level rotation for real-time calibration of gyroscopes and magnetometers. Theoretical analysis and test results verify the validity and feasibility of this method. MDPI 2018-03-01 /pmc/articles/PMC5876791/ /pubmed/29494558 http://dx.doi.org/10.3390/s18030748 Text en © 2018 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Wu, Zongkai
Wang, Wei
Magnetometer and Gyroscope Calibration Method with Level Rotation
title Magnetometer and Gyroscope Calibration Method with Level Rotation
title_full Magnetometer and Gyroscope Calibration Method with Level Rotation
title_fullStr Magnetometer and Gyroscope Calibration Method with Level Rotation
title_full_unstemmed Magnetometer and Gyroscope Calibration Method with Level Rotation
title_short Magnetometer and Gyroscope Calibration Method with Level Rotation
title_sort magnetometer and gyroscope calibration method with level rotation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5876791/
https://www.ncbi.nlm.nih.gov/pubmed/29494558
http://dx.doi.org/10.3390/s18030748
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