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Use of Magnetic Field for Mitigating Gyroscope Errors for Indoor Pedestrian Positioning †
In the field of indoor pedestrian positioning, the improved Quasi-Static magnetic Field (iQSF) method has been proposed to estimate gyroscope biases in magnetically perturbed environments. However, this method is only effective when a person walks along straight-line paths. For other curved or more...
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/PMC6111556/ https://www.ncbi.nlm.nih.gov/pubmed/30087313 http://dx.doi.org/10.3390/s18082592 |
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author | Ma, Ming Song, Qian Gu, Yang Zhou, Zhimin |
author_facet | Ma, Ming Song, Qian Gu, Yang Zhou, Zhimin |
author_sort | Ma, Ming |
collection | PubMed |
description | In the field of indoor pedestrian positioning, the improved Quasi-Static magnetic Field (iQSF) method has been proposed to estimate gyroscope biases in magnetically perturbed environments. However, this method is only effective when a person walks along straight-line paths. For other curved or more complex path patterns, the iQSF method would fail to detect the quasi-static magnetic field. To address this issue, a novel approach is developed for quasi-static magnetic field detection in foot-mounted Inertial Navigation System. The proposed method detects the quasi-static magnetic field using the rate of change in differences between the magnetically derived heading and the heading derived from gyroscope. In addition, to eliminate the distortions caused by system platforms and shoes, a magnetometer calibration method is developed and the calibration is transformed from three-dimensional to two-dimensional coordinate according to the motion model of a pedestrian. The experimental results demonstrate that the proposed method can provide superior performance in suppressing the heading errors with the comparison to iQSF method. |
format | Online Article Text |
id | pubmed-6111556 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-61115562018-08-30 Use of Magnetic Field for Mitigating Gyroscope Errors for Indoor Pedestrian Positioning † Ma, Ming Song, Qian Gu, Yang Zhou, Zhimin Sensors (Basel) Article In the field of indoor pedestrian positioning, the improved Quasi-Static magnetic Field (iQSF) method has been proposed to estimate gyroscope biases in magnetically perturbed environments. However, this method is only effective when a person walks along straight-line paths. For other curved or more complex path patterns, the iQSF method would fail to detect the quasi-static magnetic field. To address this issue, a novel approach is developed for quasi-static magnetic field detection in foot-mounted Inertial Navigation System. The proposed method detects the quasi-static magnetic field using the rate of change in differences between the magnetically derived heading and the heading derived from gyroscope. In addition, to eliminate the distortions caused by system platforms and shoes, a magnetometer calibration method is developed and the calibration is transformed from three-dimensional to two-dimensional coordinate according to the motion model of a pedestrian. The experimental results demonstrate that the proposed method can provide superior performance in suppressing the heading errors with the comparison to iQSF method. MDPI 2018-08-07 /pmc/articles/PMC6111556/ /pubmed/30087313 http://dx.doi.org/10.3390/s18082592 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 Ma, Ming Song, Qian Gu, Yang Zhou, Zhimin Use of Magnetic Field for Mitigating Gyroscope Errors for Indoor Pedestrian Positioning † |
title | Use of Magnetic Field for Mitigating Gyroscope Errors for Indoor Pedestrian Positioning † |
title_full | Use of Magnetic Field for Mitigating Gyroscope Errors for Indoor Pedestrian Positioning † |
title_fullStr | Use of Magnetic Field for Mitigating Gyroscope Errors for Indoor Pedestrian Positioning † |
title_full_unstemmed | Use of Magnetic Field for Mitigating Gyroscope Errors for Indoor Pedestrian Positioning † |
title_short | Use of Magnetic Field for Mitigating Gyroscope Errors for Indoor Pedestrian Positioning † |
title_sort | use of magnetic field for mitigating gyroscope errors for indoor pedestrian positioning † |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6111556/ https://www.ncbi.nlm.nih.gov/pubmed/30087313 http://dx.doi.org/10.3390/s18082592 |
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