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An Improved System-Level Calibration Scheme for Rotational Inertial Navigation Systems
The system-level calibration technology of rotational inertial navigation is one of the main methods to improve the accuracy of inertial navigation, and the design of the calibration scheme is the key to calibration technology. By the establishment of the error model of inertial navigation system, a...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9571831/ https://www.ncbi.nlm.nih.gov/pubmed/36236706 http://dx.doi.org/10.3390/s22197610 |
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author | Wei, Qiushuo Zha, Feng He, Hongyang Li, Bao |
author_facet | Wei, Qiushuo Zha, Feng He, Hongyang Li, Bao |
author_sort | Wei, Qiushuo |
collection | PubMed |
description | The system-level calibration technology of rotational inertial navigation is one of the main methods to improve the accuracy of inertial navigation, and the design of the calibration scheme is the key to calibration technology. By the establishment of the error model of inertial navigation system, a 30-position calibration scheme is designed in this study. Based on the 30-dimensional Kalman filter, the constant errors, scale factor errors and installation error of gyroscope and accelerometer are identified. Comparing the traditional schemes and the 30-position scheme with the simulation experiment, the observability of the 30-position scheme is higher, the residual error of the estimated sensor is smaller and the navigation positioning accuracy after the estimated inertial sensor error parameter compensation is higher, which verifies the feasibility of the 30-position scheme. Finally, the measured experiment uses the 30-position scheme to estimate the error of a certain type of IMU sensor, and the calibration curve of the error parameter is well converged before the end of the calibration experiment, so it has certain practical value. |
format | Online Article Text |
id | pubmed-9571831 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-95718312022-10-17 An Improved System-Level Calibration Scheme for Rotational Inertial Navigation Systems Wei, Qiushuo Zha, Feng He, Hongyang Li, Bao Sensors (Basel) Article The system-level calibration technology of rotational inertial navigation is one of the main methods to improve the accuracy of inertial navigation, and the design of the calibration scheme is the key to calibration technology. By the establishment of the error model of inertial navigation system, a 30-position calibration scheme is designed in this study. Based on the 30-dimensional Kalman filter, the constant errors, scale factor errors and installation error of gyroscope and accelerometer are identified. Comparing the traditional schemes and the 30-position scheme with the simulation experiment, the observability of the 30-position scheme is higher, the residual error of the estimated sensor is smaller and the navigation positioning accuracy after the estimated inertial sensor error parameter compensation is higher, which verifies the feasibility of the 30-position scheme. Finally, the measured experiment uses the 30-position scheme to estimate the error of a certain type of IMU sensor, and the calibration curve of the error parameter is well converged before the end of the calibration experiment, so it has certain practical value. MDPI 2022-10-07 /pmc/articles/PMC9571831/ /pubmed/36236706 http://dx.doi.org/10.3390/s22197610 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wei, Qiushuo Zha, Feng He, Hongyang Li, Bao An Improved System-Level Calibration Scheme for Rotational Inertial Navigation Systems |
title | An Improved System-Level Calibration Scheme for Rotational Inertial Navigation Systems |
title_full | An Improved System-Level Calibration Scheme for Rotational Inertial Navigation Systems |
title_fullStr | An Improved System-Level Calibration Scheme for Rotational Inertial Navigation Systems |
title_full_unstemmed | An Improved System-Level Calibration Scheme for Rotational Inertial Navigation Systems |
title_short | An Improved System-Level Calibration Scheme for Rotational Inertial Navigation Systems |
title_sort | improved system-level calibration scheme for rotational inertial navigation systems |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9571831/ https://www.ncbi.nlm.nih.gov/pubmed/36236706 http://dx.doi.org/10.3390/s22197610 |
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