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A Separated Calibration Method for Inertial Measurement Units Mounted on Three-Axis Turntables
Inertial Measurement Unit (IMU) calibration accuracy is easily affected by turntable errors, so the primary aim of this study is to reduce the dependence on the turntable’s precision during the calibration process. Firstly, the indicated-output of the IMU considering turntable errors is constructed...
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/PMC6163626/ https://www.ncbi.nlm.nih.gov/pubmed/30154390 http://dx.doi.org/10.3390/s18092846 |
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author | Dong, Chun-mei Ren, Shun-qing Chen, Xi-jun Wang, Zhen-huan |
author_facet | Dong, Chun-mei Ren, Shun-qing Chen, Xi-jun Wang, Zhen-huan |
author_sort | Dong, Chun-mei |
collection | PubMed |
description | Inertial Measurement Unit (IMU) calibration accuracy is easily affected by turntable errors, so the primary aim of this study is to reduce the dependence on the turntable’s precision during the calibration process. Firstly, the indicated-output of the IMU considering turntable errors is constructed and with the introduction of turntable errors, the functional relationship between turntable errors and the indicated-output was derived. Then, based on a D-suboptimal design, a calibration method for simultaneously identifying the IMU error model parameters and the turntable errors was proposed. Simulation results showed that some turntable errors could thus be effectively calibrated and automatically compensated. Finally, the theoretical validity was verified through experiments. Compared with the traditional method, the method proposed in this paper can significantly reduce the influence of the turntable errors on the IMU calibration accuracy. |
format | Online Article Text |
id | pubmed-6163626 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-61636262018-10-10 A Separated Calibration Method for Inertial Measurement Units Mounted on Three-Axis Turntables Dong, Chun-mei Ren, Shun-qing Chen, Xi-jun Wang, Zhen-huan Sensors (Basel) Article Inertial Measurement Unit (IMU) calibration accuracy is easily affected by turntable errors, so the primary aim of this study is to reduce the dependence on the turntable’s precision during the calibration process. Firstly, the indicated-output of the IMU considering turntable errors is constructed and with the introduction of turntable errors, the functional relationship between turntable errors and the indicated-output was derived. Then, based on a D-suboptimal design, a calibration method for simultaneously identifying the IMU error model parameters and the turntable errors was proposed. Simulation results showed that some turntable errors could thus be effectively calibrated and automatically compensated. Finally, the theoretical validity was verified through experiments. Compared with the traditional method, the method proposed in this paper can significantly reduce the influence of the turntable errors on the IMU calibration accuracy. MDPI 2018-08-28 /pmc/articles/PMC6163626/ /pubmed/30154390 http://dx.doi.org/10.3390/s18092846 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 Dong, Chun-mei Ren, Shun-qing Chen, Xi-jun Wang, Zhen-huan A Separated Calibration Method for Inertial Measurement Units Mounted on Three-Axis Turntables |
title | A Separated Calibration Method for Inertial Measurement Units Mounted on Three-Axis Turntables |
title_full | A Separated Calibration Method for Inertial Measurement Units Mounted on Three-Axis Turntables |
title_fullStr | A Separated Calibration Method for Inertial Measurement Units Mounted on Three-Axis Turntables |
title_full_unstemmed | A Separated Calibration Method for Inertial Measurement Units Mounted on Three-Axis Turntables |
title_short | A Separated Calibration Method for Inertial Measurement Units Mounted on Three-Axis Turntables |
title_sort | separated calibration method for inertial measurement units mounted on three-axis turntables |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6163626/ https://www.ncbi.nlm.nih.gov/pubmed/30154390 http://dx.doi.org/10.3390/s18092846 |
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