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Research on the Necessity of Lie Group Strapdown Inertial Integrated Navigation Error Model Based on Euler Angle
In response to the lack of specific demonstration and analysis of the research on the necessity of the Lie group strapdown inertial integrated navigation error model based on the Euler angle, two common integrated navigation systems, strapdown inertial navigation system/global navigation satellite s...
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/PMC9611737/ https://www.ncbi.nlm.nih.gov/pubmed/36298093 http://dx.doi.org/10.3390/s22207742 |
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author | Qian, Leiyuan Qin, Fangjun Li, Kailong Zhu, Tiangao |
author_facet | Qian, Leiyuan Qin, Fangjun Li, Kailong Zhu, Tiangao |
author_sort | Qian, Leiyuan |
collection | PubMed |
description | In response to the lack of specific demonstration and analysis of the research on the necessity of the Lie group strapdown inertial integrated navigation error model based on the Euler angle, two common integrated navigation systems, strapdown inertial navigation system/global navigation satellite system (SINS/GNSS) and strapdown inertial navigation system/doppler velocity log (SINS/DVL), are used as subjects, and the piecewise constant system (PWCS) matrix, based on the Lie group error model, is established. From three aspects of variance estimation, the observability and performance of the system with large misalignment angles for low, medium, and high accuracy levels, traditional error model, Lie group left error model, and right error model are compared. The necessity of research on Lie group error model is analyzed quantitatively and qualitatively. The experimental results show that Lie group error model has better stability of variance estimation, estimation accuracy, and observability than traditional error model, as well as higher practical value. |
format | Online Article Text |
id | pubmed-9611737 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-96117372022-10-28 Research on the Necessity of Lie Group Strapdown Inertial Integrated Navigation Error Model Based on Euler Angle Qian, Leiyuan Qin, Fangjun Li, Kailong Zhu, Tiangao Sensors (Basel) Article In response to the lack of specific demonstration and analysis of the research on the necessity of the Lie group strapdown inertial integrated navigation error model based on the Euler angle, two common integrated navigation systems, strapdown inertial navigation system/global navigation satellite system (SINS/GNSS) and strapdown inertial navigation system/doppler velocity log (SINS/DVL), are used as subjects, and the piecewise constant system (PWCS) matrix, based on the Lie group error model, is established. From three aspects of variance estimation, the observability and performance of the system with large misalignment angles for low, medium, and high accuracy levels, traditional error model, Lie group left error model, and right error model are compared. The necessity of research on Lie group error model is analyzed quantitatively and qualitatively. The experimental results show that Lie group error model has better stability of variance estimation, estimation accuracy, and observability than traditional error model, as well as higher practical value. MDPI 2022-10-12 /pmc/articles/PMC9611737/ /pubmed/36298093 http://dx.doi.org/10.3390/s22207742 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 Qian, Leiyuan Qin, Fangjun Li, Kailong Zhu, Tiangao Research on the Necessity of Lie Group Strapdown Inertial Integrated Navigation Error Model Based on Euler Angle |
title | Research on the Necessity of Lie Group Strapdown Inertial Integrated Navigation Error Model Based on Euler Angle |
title_full | Research on the Necessity of Lie Group Strapdown Inertial Integrated Navigation Error Model Based on Euler Angle |
title_fullStr | Research on the Necessity of Lie Group Strapdown Inertial Integrated Navigation Error Model Based on Euler Angle |
title_full_unstemmed | Research on the Necessity of Lie Group Strapdown Inertial Integrated Navigation Error Model Based on Euler Angle |
title_short | Research on the Necessity of Lie Group Strapdown Inertial Integrated Navigation Error Model Based on Euler Angle |
title_sort | research on the necessity of lie group strapdown inertial integrated navigation error model based on euler angle |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9611737/ https://www.ncbi.nlm.nih.gov/pubmed/36298093 http://dx.doi.org/10.3390/s22207742 |
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