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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2018
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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. |
format | Online Article Text |
id | pubmed-5876791 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT wuzongkai magnetometerandgyroscopecalibrationmethodwithlevelrotation AT wangwei magnetometerandgyroscopecalibrationmethodwithlevelrotation |