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A Novel MEMS Gyroscope In-Self Calibration Approach

This paper presents a novel approach for hand-held low-cost MEMS (micro-electro-mechanical system) gyroscope in-self calibration. This method does not need the support of external high-precision equipment compared with traditional calibration scheme and can be accomplished by user hand rotation. In...

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Detalles Bibliográficos
Autores principales: Zhou, Qifan, Yu, Guizhen, Li, Huazhi, Zhang, Na
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7571115/
https://www.ncbi.nlm.nih.gov/pubmed/32971850
http://dx.doi.org/10.3390/s20185430
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author Zhou, Qifan
Yu, Guizhen
Li, Huazhi
Zhang, Na
author_facet Zhou, Qifan
Yu, Guizhen
Li, Huazhi
Zhang, Na
author_sort Zhou, Qifan
collection PubMed
description This paper presents a novel approach for hand-held low-cost MEMS (micro-electro-mechanical system) gyroscope in-self calibration. This method does not need the support of external high-precision equipment compared with traditional calibration scheme and can be accomplished by user hand rotation. In this approach, Kalman filter is designed to perform the calibration procedure and estimate gyroscope bias error, scale factor error and non-orthogonal error. The system observability is analyzed and the dynamic rotating conditions under which the sensor errors become observable are derived. The design principles of optimal calibration procedure are provided as well. Both simulated and practical experiments are carried out to test the validation of the proposed calibration algorithm. The achieved results demonstrate that the introduced approach can provide promising calibration scheme for the low-cost MEMS gyroscope.
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spelling pubmed-75711152020-10-28 A Novel MEMS Gyroscope In-Self Calibration Approach Zhou, Qifan Yu, Guizhen Li, Huazhi Zhang, Na Sensors (Basel) Article This paper presents a novel approach for hand-held low-cost MEMS (micro-electro-mechanical system) gyroscope in-self calibration. This method does not need the support of external high-precision equipment compared with traditional calibration scheme and can be accomplished by user hand rotation. In this approach, Kalman filter is designed to perform the calibration procedure and estimate gyroscope bias error, scale factor error and non-orthogonal error. The system observability is analyzed and the dynamic rotating conditions under which the sensor errors become observable are derived. The design principles of optimal calibration procedure are provided as well. Both simulated and practical experiments are carried out to test the validation of the proposed calibration algorithm. The achieved results demonstrate that the introduced approach can provide promising calibration scheme for the low-cost MEMS gyroscope. MDPI 2020-09-22 /pmc/articles/PMC7571115/ /pubmed/32971850 http://dx.doi.org/10.3390/s20185430 Text en © 2020 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
Zhou, Qifan
Yu, Guizhen
Li, Huazhi
Zhang, Na
A Novel MEMS Gyroscope In-Self Calibration Approach
title A Novel MEMS Gyroscope In-Self Calibration Approach
title_full A Novel MEMS Gyroscope In-Self Calibration Approach
title_fullStr A Novel MEMS Gyroscope In-Self Calibration Approach
title_full_unstemmed A Novel MEMS Gyroscope In-Self Calibration Approach
title_short A Novel MEMS Gyroscope In-Self Calibration Approach
title_sort novel mems gyroscope in-self calibration approach
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7571115/
https://www.ncbi.nlm.nih.gov/pubmed/32971850
http://dx.doi.org/10.3390/s20185430
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