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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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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. |
format | Online Article Text |
id | pubmed-7036771 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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