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Impact of Motion-Dependent Errors on the Accuracy of an Unaided Strapdown Inertial Navigation System
The selection of an appropriate measurement system for an inertial navigation system requires an analysis of the impact of sensor errors on the position and orientation determination accuracy to ensure that the selected solution is cost-effective and complies with the requirements. In the current li...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10098924/ https://www.ncbi.nlm.nih.gov/pubmed/37050588 http://dx.doi.org/10.3390/s23073528 |
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author | Borodacz, Krystian Szczepański, Cezary |
author_facet | Borodacz, Krystian Szczepański, Cezary |
author_sort | Borodacz, Krystian |
collection | PubMed |
description | The selection of an appropriate measurement system for an inertial navigation system requires an analysis of the impact of sensor errors on the position and orientation determination accuracy to ensure that the selected solution is cost-effective and complies with the requirements. In the current literature, this problem is solved based on the navigation duration only by considering the time-dependent errors due to sensor bias and random walk parameters or by conducting numerous simulations. In the former case, oversimplifying the analysis will not allow accurate values to be determined, while the latter method does not provide direct insight into the emerging dependencies. In contrast, this article introduces an analytic approach with a detailed model. This article presents general formulas, also written in detail for the measurement system model adopted and various manoeuvres. Although general equations are complicated, the use of piecewise constant motion variables allow us to discern fragments of equations corresponding to individual error sources. The results confirm the effect the carouseling has on the reduction of navigation errors. The general formulas presented extend the potential to analyse the influence of the entire host vehicle motion, while the detailed formulas make dependencies between motion and navigational errors evident. |
format | Online Article Text |
id | pubmed-10098924 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-100989242023-04-14 Impact of Motion-Dependent Errors on the Accuracy of an Unaided Strapdown Inertial Navigation System Borodacz, Krystian Szczepański, Cezary Sensors (Basel) Article The selection of an appropriate measurement system for an inertial navigation system requires an analysis of the impact of sensor errors on the position and orientation determination accuracy to ensure that the selected solution is cost-effective and complies with the requirements. In the current literature, this problem is solved based on the navigation duration only by considering the time-dependent errors due to sensor bias and random walk parameters or by conducting numerous simulations. In the former case, oversimplifying the analysis will not allow accurate values to be determined, while the latter method does not provide direct insight into the emerging dependencies. In contrast, this article introduces an analytic approach with a detailed model. This article presents general formulas, also written in detail for the measurement system model adopted and various manoeuvres. Although general equations are complicated, the use of piecewise constant motion variables allow us to discern fragments of equations corresponding to individual error sources. The results confirm the effect the carouseling has on the reduction of navigation errors. The general formulas presented extend the potential to analyse the influence of the entire host vehicle motion, while the detailed formulas make dependencies between motion and navigational errors evident. MDPI 2023-03-28 /pmc/articles/PMC10098924/ /pubmed/37050588 http://dx.doi.org/10.3390/s23073528 Text en © 2023 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 Borodacz, Krystian Szczepański, Cezary Impact of Motion-Dependent Errors on the Accuracy of an Unaided Strapdown Inertial Navigation System |
title | Impact of Motion-Dependent Errors on the Accuracy of an Unaided Strapdown Inertial Navigation System |
title_full | Impact of Motion-Dependent Errors on the Accuracy of an Unaided Strapdown Inertial Navigation System |
title_fullStr | Impact of Motion-Dependent Errors on the Accuracy of an Unaided Strapdown Inertial Navigation System |
title_full_unstemmed | Impact of Motion-Dependent Errors on the Accuracy of an Unaided Strapdown Inertial Navigation System |
title_short | Impact of Motion-Dependent Errors on the Accuracy of an Unaided Strapdown Inertial Navigation System |
title_sort | impact of motion-dependent errors on the accuracy of an unaided strapdown inertial navigation system |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10098924/ https://www.ncbi.nlm.nih.gov/pubmed/37050588 http://dx.doi.org/10.3390/s23073528 |
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