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Auto-Correction of 3D-Orientation of IMUs on Electric Bicycles †

The application of inertial measurement units (IMU) in electronically power-assisted cycles (EPACs) has become increasingly important for improving their functionalities. One central issue of such an application is to calibrate the orientation of the IMU on the EPAC. The approach presented in this p...

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Autores principales: Schnee, Jan, Stegmaier, Jürgen, Lipowsky, Tobias, Li, Pu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7036771/
https://www.ncbi.nlm.nih.gov/pubmed/31973131
http://dx.doi.org/10.3390/s20030589
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author Schnee, Jan
Stegmaier, Jürgen
Lipowsky, Tobias
Li, Pu
author_facet Schnee, Jan
Stegmaier, Jürgen
Lipowsky, Tobias
Li, Pu
author_sort Schnee, Jan
collection PubMed
description The application of inertial measurement units (IMU) in electronically power-assisted cycles (EPACs) has become increasingly important for improving their functionalities. One central issue of such an application is to calibrate the orientation of the IMU on the EPAC. The approach presented in this paper utilizes common bicycling motions to calibrate the 2D- and 3D-mounting orientation of a micro-electro-mechanical system (MEMS) IMU on an electric bicycle. The method is independent of sensor biases and requires only a very low computation expense and, thus, the estimation can be realized in real-time. In addition, the acceleration biases are estimated using a barometric pressure sensor. The experimental results show high accuracy of the calibrated orientation and estimated sensor biases.
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spelling pubmed-70367712020-03-11 Auto-Correction of 3D-Orientation of IMUs on Electric Bicycles † Schnee, Jan Stegmaier, Jürgen Lipowsky, Tobias Li, Pu Sensors (Basel) Article The application of inertial measurement units (IMU) in electronically power-assisted cycles (EPACs) has become increasingly important for improving their functionalities. One central issue of such an application is to calibrate the orientation of the IMU on the EPAC. The approach presented in this paper utilizes common bicycling motions to calibrate the 2D- and 3D-mounting orientation of a micro-electro-mechanical system (MEMS) IMU on an electric bicycle. The method is independent of sensor biases and requires only a very low computation expense and, thus, the estimation can be realized in real-time. In addition, the acceleration biases are estimated using a barometric pressure sensor. The experimental results show high accuracy of the calibrated orientation and estimated sensor biases. MDPI 2020-01-21 /pmc/articles/PMC7036771/ /pubmed/31973131 http://dx.doi.org/10.3390/s20030589 Text en © 2020 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
Schnee, Jan
Stegmaier, Jürgen
Lipowsky, Tobias
Li, Pu
Auto-Correction of 3D-Orientation of IMUs on Electric Bicycles †
title Auto-Correction of 3D-Orientation of IMUs on Electric Bicycles †
title_full Auto-Correction of 3D-Orientation of IMUs on Electric Bicycles †
title_fullStr Auto-Correction of 3D-Orientation of IMUs on Electric Bicycles †
title_full_unstemmed Auto-Correction of 3D-Orientation of IMUs on Electric Bicycles †
title_short Auto-Correction of 3D-Orientation of IMUs on Electric Bicycles †
title_sort auto-correction of 3d-orientation of imus on electric bicycles †
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7036771/
https://www.ncbi.nlm.nih.gov/pubmed/31973131
http://dx.doi.org/10.3390/s20030589
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