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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...

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Autores principales: Dong, Chun-mei, Ren, Shun-qing, Chen, Xi-jun, Wang, Zhen-huan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2018
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.
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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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