Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1783597102185578496 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7571115 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT zhouqifan anovelmemsgyroscopeinselfcalibrationapproach AT yuguizhen anovelmemsgyroscopeinselfcalibrationapproach AT lihuazhi anovelmemsgyroscopeinselfcalibrationapproach AT zhangna anovelmemsgyroscopeinselfcalibrationapproach AT zhouqifan novelmemsgyroscopeinselfcalibrationapproach AT yuguizhen novelmemsgyroscopeinselfcalibrationapproach AT lihuazhi novelmemsgyroscopeinselfcalibrationapproach AT zhangna novelmemsgyroscopeinselfcalibrationapproach |