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Time- and Computation-Efficient Calibration of MEMS 3D Accelerometers and Gyroscopes
We propose calibration methods for microelectromechanical system (MEMS) 3D accelerometers and gyroscopes that are efficient in terms of time and computational complexity. The calibration process for both sensors is simple, does not require additional expensive equipment, and can be performed in the...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4179040/ https://www.ncbi.nlm.nih.gov/pubmed/25123469 http://dx.doi.org/10.3390/s140814885 |
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author | Stančin, Sara Tomažič, Sašo |
author_facet | Stančin, Sara Tomažič, Sašo |
author_sort | Stančin, Sara |
collection | PubMed |
description | We propose calibration methods for microelectromechanical system (MEMS) 3D accelerometers and gyroscopes that are efficient in terms of time and computational complexity. The calibration process for both sensors is simple, does not require additional expensive equipment, and can be performed in the field before or between motion measurements. The methods rely on a small number of defined calibration measurements that are used to obtain the values of 12 calibration parameters. This process enables the static compensation of sensor inaccuracies. The values detected by the 3D sensor are interpreted using a generalized 3D sensor model. The model assumes that the values detected by the sensor are equal to the projections of the measured value on the sensor sensitivity axes. Although this finding is trivial for 3D accelerometers, its validity for 3D gyroscopes is not immediately apparent; thus, this paper elaborates on this latter topic. For an example sensor device, calibration parameters were established using calibration measurements of approximately 1.5 min in duration for the 3D accelerometer and 2.5 min in duration for the 3D gyroscope. Correction of each detected 3D value using the established calibration parameters in further measurements requires only nine addition and nine multiplication operations. |
format | Online Article Text |
id | pubmed-4179040 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-41790402014-10-02 Time- and Computation-Efficient Calibration of MEMS 3D Accelerometers and Gyroscopes Stančin, Sara Tomažič, Sašo Sensors (Basel) Article We propose calibration methods for microelectromechanical system (MEMS) 3D accelerometers and gyroscopes that are efficient in terms of time and computational complexity. The calibration process for both sensors is simple, does not require additional expensive equipment, and can be performed in the field before or between motion measurements. The methods rely on a small number of defined calibration measurements that are used to obtain the values of 12 calibration parameters. This process enables the static compensation of sensor inaccuracies. The values detected by the 3D sensor are interpreted using a generalized 3D sensor model. The model assumes that the values detected by the sensor are equal to the projections of the measured value on the sensor sensitivity axes. Although this finding is trivial for 3D accelerometers, its validity for 3D gyroscopes is not immediately apparent; thus, this paper elaborates on this latter topic. For an example sensor device, calibration parameters were established using calibration measurements of approximately 1.5 min in duration for the 3D accelerometer and 2.5 min in duration for the 3D gyroscope. Correction of each detected 3D value using the established calibration parameters in further measurements requires only nine addition and nine multiplication operations. MDPI 2014-08-13 /pmc/articles/PMC4179040/ /pubmed/25123469 http://dx.doi.org/10.3390/s140814885 Text en © 2014 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 license (http://creativecommons.org/licenses/by/3.0/). |
spellingShingle | Article Stančin, Sara Tomažič, Sašo Time- and Computation-Efficient Calibration of MEMS 3D Accelerometers and Gyroscopes |
title | Time- and Computation-Efficient Calibration of MEMS 3D Accelerometers and Gyroscopes |
title_full | Time- and Computation-Efficient Calibration of MEMS 3D Accelerometers and Gyroscopes |
title_fullStr | Time- and Computation-Efficient Calibration of MEMS 3D Accelerometers and Gyroscopes |
title_full_unstemmed | Time- and Computation-Efficient Calibration of MEMS 3D Accelerometers and Gyroscopes |
title_short | Time- and Computation-Efficient Calibration of MEMS 3D Accelerometers and Gyroscopes |
title_sort | time- and computation-efficient calibration of mems 3d accelerometers and gyroscopes |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4179040/ https://www.ncbi.nlm.nih.gov/pubmed/25123469 http://dx.doi.org/10.3390/s140814885 |
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