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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...

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Detalles Bibliográficos
Autores principales: Stančin, Sara, Tomažič, Sašo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2014
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.
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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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