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Performance Enhancement Method for Angular Rate Measurement Based on Redundant MEMS IMUs
Aiming at the low-cost, wide-range, and accurate measurement requirement for Microelectromechanical System (MEMS) Inertial Measurement Unit (IMU) on a multi-rotor Unmanned Aerial Vehicle (UAV), the paper designs a heterogeneous parallel redundancy configuration scheme. In redundant MEMS IMUs, a high...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6722846/ https://www.ncbi.nlm.nih.gov/pubmed/31374815 http://dx.doi.org/10.3390/mi10080514 |
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author | Xing, Li Tu, Xiaowei Qian, Weixing Chen, Zhi Yang, Qinghua |
author_facet | Xing, Li Tu, Xiaowei Qian, Weixing Chen, Zhi Yang, Qinghua |
author_sort | Xing, Li |
collection | PubMed |
description | Aiming at the low-cost, wide-range, and accurate measurement requirement for Microelectromechanical System (MEMS) Inertial Measurement Unit (IMU) on a multi-rotor Unmanned Aerial Vehicle (UAV), the paper designs a heterogeneous parallel redundancy configuration scheme. In redundant MEMS IMUs, a high-cost and small-range MEMS gyroscope is combined with low-cost and large-range MEMS gyroscopes. Then, an adaptive data fusion method of redundant MEMS gyroscopes is proposed. By the designed experiments based on the simulation data and the sensor measurement data, the proposed method has been proved that it can effectively improve the angular rate measurement performance of the multi-rotor UAV and broaden the angular rate measurement range on the basis of saving the configuration cost and volume of the micro IMU. |
format | Online Article Text |
id | pubmed-6722846 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-67228462019-09-10 Performance Enhancement Method for Angular Rate Measurement Based on Redundant MEMS IMUs Xing, Li Tu, Xiaowei Qian, Weixing Chen, Zhi Yang, Qinghua Micromachines (Basel) Article Aiming at the low-cost, wide-range, and accurate measurement requirement for Microelectromechanical System (MEMS) Inertial Measurement Unit (IMU) on a multi-rotor Unmanned Aerial Vehicle (UAV), the paper designs a heterogeneous parallel redundancy configuration scheme. In redundant MEMS IMUs, a high-cost and small-range MEMS gyroscope is combined with low-cost and large-range MEMS gyroscopes. Then, an adaptive data fusion method of redundant MEMS gyroscopes is proposed. By the designed experiments based on the simulation data and the sensor measurement data, the proposed method has been proved that it can effectively improve the angular rate measurement performance of the multi-rotor UAV and broaden the angular rate measurement range on the basis of saving the configuration cost and volume of the micro IMU. MDPI 2019-08-01 /pmc/articles/PMC6722846/ /pubmed/31374815 http://dx.doi.org/10.3390/mi10080514 Text en © 2019 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, Li Tu, Xiaowei Qian, Weixing Chen, Zhi Yang, Qinghua Performance Enhancement Method for Angular Rate Measurement Based on Redundant MEMS IMUs |
title | Performance Enhancement Method for Angular Rate Measurement Based on Redundant MEMS IMUs |
title_full | Performance Enhancement Method for Angular Rate Measurement Based on Redundant MEMS IMUs |
title_fullStr | Performance Enhancement Method for Angular Rate Measurement Based on Redundant MEMS IMUs |
title_full_unstemmed | Performance Enhancement Method for Angular Rate Measurement Based on Redundant MEMS IMUs |
title_short | Performance Enhancement Method for Angular Rate Measurement Based on Redundant MEMS IMUs |
title_sort | performance enhancement method for angular rate measurement based on redundant mems imus |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6722846/ https://www.ncbi.nlm.nih.gov/pubmed/31374815 http://dx.doi.org/10.3390/mi10080514 |
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