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Self-Alignment MEMS IMU Method Based on the Rotation Modulation Technique on a Swing Base
The micro-electro-mechanical-system (MEMS) inertial measurement unit (IMU) has been widely used in the field of inertial navigation due to its small size, low cost, and light weight, but aligning MEMS IMUs remains a challenge for researchers. MEMS IMUs have been conventionally aligned on a static ba...
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/PMC5948697/ https://www.ncbi.nlm.nih.gov/pubmed/29649150 http://dx.doi.org/10.3390/s18041178 |
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author | Xing, Haifeng Chen, Zhiyong Yang, Haotian Wang, Chengbin Lin, Zhihui Guo, Meifeng |
author_facet | Xing, Haifeng Chen, Zhiyong Yang, Haotian Wang, Chengbin Lin, Zhihui Guo, Meifeng |
author_sort | Xing, Haifeng |
collection | PubMed |
description | The micro-electro-mechanical-system (MEMS) inertial measurement unit (IMU) has been widely used in the field of inertial navigation due to its small size, low cost, and light weight, but aligning MEMS IMUs remains a challenge for researchers. MEMS IMUs have been conventionally aligned on a static base, requiring other sensors, such as magnetometers or satellites, to provide auxiliary information, which limits its application range to some extent. Therefore, improving the alignment accuracy of MEMS IMU as much as possible under swing conditions is of considerable value. This paper proposes an alignment method based on the rotation modulation technique (RMT), which is completely self-aligned, unlike the existing alignment techniques. The effect of the inertial sensor errors is mitigated by rotating the IMU. Then, inertial frame-based alignment using the rotation modulation technique (RMT-IFBA) achieved coarse alignment on the swing base. The strong tracking filter (STF) further improved the alignment accuracy. The performance of the proposed method was validated with a physical experiment, and the results of the alignment showed that the standard deviations of pitch, roll, and heading angle were 0.0140 [Formula: see text] , 0.0097 [Formula: see text] and 0.91 [Formula: see text] , respectively, which verified the practicality and efficacy of the proposed method for the self-alignment of the MEMS IMU on a swing base. |
format | Online Article Text |
id | pubmed-5948697 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-59486972018-05-17 Self-Alignment MEMS IMU Method Based on the Rotation Modulation Technique on a Swing Base Xing, Haifeng Chen, Zhiyong Yang, Haotian Wang, Chengbin Lin, Zhihui Guo, Meifeng Sensors (Basel) Article The micro-electro-mechanical-system (MEMS) inertial measurement unit (IMU) has been widely used in the field of inertial navigation due to its small size, low cost, and light weight, but aligning MEMS IMUs remains a challenge for researchers. MEMS IMUs have been conventionally aligned on a static base, requiring other sensors, such as magnetometers or satellites, to provide auxiliary information, which limits its application range to some extent. Therefore, improving the alignment accuracy of MEMS IMU as much as possible under swing conditions is of considerable value. This paper proposes an alignment method based on the rotation modulation technique (RMT), which is completely self-aligned, unlike the existing alignment techniques. The effect of the inertial sensor errors is mitigated by rotating the IMU. Then, inertial frame-based alignment using the rotation modulation technique (RMT-IFBA) achieved coarse alignment on the swing base. The strong tracking filter (STF) further improved the alignment accuracy. The performance of the proposed method was validated with a physical experiment, and the results of the alignment showed that the standard deviations of pitch, roll, and heading angle were 0.0140 [Formula: see text] , 0.0097 [Formula: see text] and 0.91 [Formula: see text] , respectively, which verified the practicality and efficacy of the proposed method for the self-alignment of the MEMS IMU on a swing base. MDPI 2018-04-12 /pmc/articles/PMC5948697/ /pubmed/29649150 http://dx.doi.org/10.3390/s18041178 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 Xing, Haifeng Chen, Zhiyong Yang, Haotian Wang, Chengbin Lin, Zhihui Guo, Meifeng Self-Alignment MEMS IMU Method Based on the Rotation Modulation Technique on a Swing Base |
title | Self-Alignment MEMS IMU Method Based on the Rotation Modulation Technique on a Swing Base |
title_full | Self-Alignment MEMS IMU Method Based on the Rotation Modulation Technique on a Swing Base |
title_fullStr | Self-Alignment MEMS IMU Method Based on the Rotation Modulation Technique on a Swing Base |
title_full_unstemmed | Self-Alignment MEMS IMU Method Based on the Rotation Modulation Technique on a Swing Base |
title_short | Self-Alignment MEMS IMU Method Based on the Rotation Modulation Technique on a Swing Base |
title_sort | self-alignment mems imu method based on the rotation modulation technique on a swing base |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5948697/ https://www.ncbi.nlm.nih.gov/pubmed/29649150 http://dx.doi.org/10.3390/s18041178 |
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