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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...

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Detalles Bibliográficos
Autores principales: Borodacz, Krystian, Szczepański, Cezary
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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