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A Novel Tri-Axial MEMS Gyroscope Calibration Method over a Full Temperature Range
The micro-electro-mechanical inertial measurement unit (MEMS-IMU) has gradually become a research hotspot in the field of mid-low navigation, because of its advantages of low cost, small size, light weight, and low power consumption (CSWap). However, the performance of MEMS-IMUs can be severely degr...
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/PMC6165482/ https://www.ncbi.nlm.nih.gov/pubmed/30205531 http://dx.doi.org/10.3390/s18093004 |
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author | Yang, Haotian Zhou, Bin Wang, Lixin Xing, Haifeng Zhang, Rong |
author_facet | Yang, Haotian Zhou, Bin Wang, Lixin Xing, Haifeng Zhang, Rong |
author_sort | Yang, Haotian |
collection | PubMed |
description | The micro-electro-mechanical inertial measurement unit (MEMS-IMU) has gradually become a research hotspot in the field of mid-low navigation, because of its advantages of low cost, small size, light weight, and low power consumption (CSWap). However, the performance of MEMS-IMUs can be severely degraded when subjected to temperature changes, especially gyroscopes. In order to make full use of the navigation accuracy, this paper proposes an optimized error calibration method for a tri-axial MEMS gyroscope across a full temperature range. First of all, a calibration error model is established which includes package misalignment error, sensor-to-sensor non-orthogonality error, scale factor, and bias. Then, a simple three-position positive/reversed test is undertaken by carrying out a single-axis temperature-controlled turntable at different reference temperature points. Lastly, the error compensation vector is obtained using the least squares method to establish an error matrix. It is worth mentioning that the error compensation vector at a known temperature point can be calculated through Lagrange interpolation; then, the outputs of the tri-axial MEMS gyroscope can be well compensated, eliminating the need for a recalibration step. The experimental results confirm the effectiveness of the proposed method, which is feasible and operational in engineering applications, and has a certain reference value. |
format | Online Article Text |
id | pubmed-6165482 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-61654822018-10-10 A Novel Tri-Axial MEMS Gyroscope Calibration Method over a Full Temperature Range Yang, Haotian Zhou, Bin Wang, Lixin Xing, Haifeng Zhang, Rong Sensors (Basel) Article The micro-electro-mechanical inertial measurement unit (MEMS-IMU) has gradually become a research hotspot in the field of mid-low navigation, because of its advantages of low cost, small size, light weight, and low power consumption (CSWap). However, the performance of MEMS-IMUs can be severely degraded when subjected to temperature changes, especially gyroscopes. In order to make full use of the navigation accuracy, this paper proposes an optimized error calibration method for a tri-axial MEMS gyroscope across a full temperature range. First of all, a calibration error model is established which includes package misalignment error, sensor-to-sensor non-orthogonality error, scale factor, and bias. Then, a simple three-position positive/reversed test is undertaken by carrying out a single-axis temperature-controlled turntable at different reference temperature points. Lastly, the error compensation vector is obtained using the least squares method to establish an error matrix. It is worth mentioning that the error compensation vector at a known temperature point can be calculated through Lagrange interpolation; then, the outputs of the tri-axial MEMS gyroscope can be well compensated, eliminating the need for a recalibration step. The experimental results confirm the effectiveness of the proposed method, which is feasible and operational in engineering applications, and has a certain reference value. MDPI 2018-09-07 /pmc/articles/PMC6165482/ /pubmed/30205531 http://dx.doi.org/10.3390/s18093004 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 Yang, Haotian Zhou, Bin Wang, Lixin Xing, Haifeng Zhang, Rong A Novel Tri-Axial MEMS Gyroscope Calibration Method over a Full Temperature Range |
title | A Novel Tri-Axial MEMS Gyroscope Calibration Method over a Full Temperature Range |
title_full | A Novel Tri-Axial MEMS Gyroscope Calibration Method over a Full Temperature Range |
title_fullStr | A Novel Tri-Axial MEMS Gyroscope Calibration Method over a Full Temperature Range |
title_full_unstemmed | A Novel Tri-Axial MEMS Gyroscope Calibration Method over a Full Temperature Range |
title_short | A Novel Tri-Axial MEMS Gyroscope Calibration Method over a Full Temperature Range |
title_sort | novel tri-axial mems gyroscope calibration method over a full temperature range |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6165482/ https://www.ncbi.nlm.nih.gov/pubmed/30205531 http://dx.doi.org/10.3390/s18093004 |
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