Cargando…

MEMS IMU Error Mitigation Using Rotation Modulation Technique

Micro-electro-mechanical-systems (MEMS) inertial measurement unit (IMU) outputs are corrupted by significant sensor errors. The navigation errors of a MEMS-based inertial navigation system will therefore accumulate very quickly over time. This requires aiding from other sensors such as Global Naviga...

Descripción completa

Detalles Bibliográficos
Autores principales: Du, Shuang, Sun, Wei, Gao, Yang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5190998/
https://www.ncbi.nlm.nih.gov/pubmed/27916852
http://dx.doi.org/10.3390/s16122017
_version_ 1782487531350130688
author Du, Shuang
Sun, Wei
Gao, Yang
author_facet Du, Shuang
Sun, Wei
Gao, Yang
author_sort Du, Shuang
collection PubMed
description Micro-electro-mechanical-systems (MEMS) inertial measurement unit (IMU) outputs are corrupted by significant sensor errors. The navigation errors of a MEMS-based inertial navigation system will therefore accumulate very quickly over time. This requires aiding from other sensors such as Global Navigation Satellite Systems (GNSS). However, it will still remain a significant challenge in the presence of GNSS outages, which are typically in urban canopies. This paper proposed a rotary inertial navigation system (INS) to mitigate navigation errors caused by MEMS inertial sensor errors when external aiding information is not available. A rotary INS is an inertial navigator in which the IMU is installed on a rotation platform. Application of proper rotation schemes can effectively cancel and reduce sensor errors. A rotary INS has the potential to significantly increase the time period that INS can bridge GNSS outages and make MEMS IMU possible to maintain longer autonomous navigation performance when there is no external aiding. In this research, several IMU rotation schemes (rotation about X-, Y- and Z-axes) are analyzed to mitigate the navigation errors caused by MEMS IMU sensor errors. As the IMU rotation induces additional sensor errors, a calibration process is proposed to remove the induced errors. Tests are further conducted with two MEMS IMUs installed on a tri-axial rotation table to verify the error mitigation by IMU rotations.
format Online
Article
Text
id pubmed-5190998
institution National Center for Biotechnology Information
language English
publishDate 2016
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-51909982017-01-03 MEMS IMU Error Mitigation Using Rotation Modulation Technique Du, Shuang Sun, Wei Gao, Yang Sensors (Basel) Article Micro-electro-mechanical-systems (MEMS) inertial measurement unit (IMU) outputs are corrupted by significant sensor errors. The navigation errors of a MEMS-based inertial navigation system will therefore accumulate very quickly over time. This requires aiding from other sensors such as Global Navigation Satellite Systems (GNSS). However, it will still remain a significant challenge in the presence of GNSS outages, which are typically in urban canopies. This paper proposed a rotary inertial navigation system (INS) to mitigate navigation errors caused by MEMS inertial sensor errors when external aiding information is not available. A rotary INS is an inertial navigator in which the IMU is installed on a rotation platform. Application of proper rotation schemes can effectively cancel and reduce sensor errors. A rotary INS has the potential to significantly increase the time period that INS can bridge GNSS outages and make MEMS IMU possible to maintain longer autonomous navigation performance when there is no external aiding. In this research, several IMU rotation schemes (rotation about X-, Y- and Z-axes) are analyzed to mitigate the navigation errors caused by MEMS IMU sensor errors. As the IMU rotation induces additional sensor errors, a calibration process is proposed to remove the induced errors. Tests are further conducted with two MEMS IMUs installed on a tri-axial rotation table to verify the error mitigation by IMU rotations. MDPI 2016-11-29 /pmc/articles/PMC5190998/ /pubmed/27916852 http://dx.doi.org/10.3390/s16122017 Text en © 2016 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
Du, Shuang
Sun, Wei
Gao, Yang
MEMS IMU Error Mitigation Using Rotation Modulation Technique
title MEMS IMU Error Mitigation Using Rotation Modulation Technique
title_full MEMS IMU Error Mitigation Using Rotation Modulation Technique
title_fullStr MEMS IMU Error Mitigation Using Rotation Modulation Technique
title_full_unstemmed MEMS IMU Error Mitigation Using Rotation Modulation Technique
title_short MEMS IMU Error Mitigation Using Rotation Modulation Technique
title_sort mems imu error mitigation using rotation modulation technique
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5190998/
https://www.ncbi.nlm.nih.gov/pubmed/27916852
http://dx.doi.org/10.3390/s16122017
work_keys_str_mv AT dushuang memsimuerrormitigationusingrotationmodulationtechnique
AT sunwei memsimuerrormitigationusingrotationmodulationtechnique
AT gaoyang memsimuerrormitigationusingrotationmodulationtechnique