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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...

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Detalles Bibliográficos
Autores principales: Qian, Leiyuan, Qin, Fangjun, Li, Kailong, Zhu, Tiangao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
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.
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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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