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Research on Initial Alignment and Self-Calibration of Rotary Strapdown Inertial Navigation Systems

The errors of inertial sensors affect the navigation accuracy of the strapdown inertial navigation system (SINS) and are accumulated over time in nature. In order to continuously maintain the high navigation accuracy of vehicles for a long time period, an initial alignment and self-calibration is ne...

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Autores principales: Gao, Wei, Zhang, Ya, Wang, Jianguo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4367353/
https://www.ncbi.nlm.nih.gov/pubmed/25647743
http://dx.doi.org/10.3390/s150203154
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author Gao, Wei
Zhang, Ya
Wang, Jianguo
author_facet Gao, Wei
Zhang, Ya
Wang, Jianguo
author_sort Gao, Wei
collection PubMed
description The errors of inertial sensors affect the navigation accuracy of the strapdown inertial navigation system (SINS) and are accumulated over time in nature. In order to continuously maintain the high navigation accuracy of vehicles for a long time period, an initial alignment and self-calibration is necessary after the SINS starts. Additionally, the observability analysis is one of the key techniques during the initial alignment and self-calibration process. For marine systems, the observability of inertial sensor errors is extremely low, as their motion states are always slow. Therefore, studying the rotating SINS is urgent. Since traditional analysis methods have their limitations, the global observation analysis method was used in this paper. On the basis of this method, the relationship between the observability and the kinestate of the rotating SINS has been established. After the discussion about the factors that affect the observability in detail, the design principle of the initial alignment and self-calibration rotating scheme, which is appropriate for marine systems, id proposed. With the proposed principle, a novel initial alignment and self-calibration method, named the eight-position rotating scheme, is designed. Simulations and experiments are carried out to verify its performance. The results have shown that compared with other rotating schemes and the static state, the estimated accuracy of the eight-position scheme rotating about axes x and y was the best, and the position error was significantly reduced with this new rotating scheme. The feasibility and effectiveness of the proposed design principle and the rotating scheme were verified.
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spelling pubmed-43673532015-04-30 Research on Initial Alignment and Self-Calibration of Rotary Strapdown Inertial Navigation Systems Gao, Wei Zhang, Ya Wang, Jianguo Sensors (Basel) Article The errors of inertial sensors affect the navigation accuracy of the strapdown inertial navigation system (SINS) and are accumulated over time in nature. In order to continuously maintain the high navigation accuracy of vehicles for a long time period, an initial alignment and self-calibration is necessary after the SINS starts. Additionally, the observability analysis is one of the key techniques during the initial alignment and self-calibration process. For marine systems, the observability of inertial sensor errors is extremely low, as their motion states are always slow. Therefore, studying the rotating SINS is urgent. Since traditional analysis methods have their limitations, the global observation analysis method was used in this paper. On the basis of this method, the relationship between the observability and the kinestate of the rotating SINS has been established. After the discussion about the factors that affect the observability in detail, the design principle of the initial alignment and self-calibration rotating scheme, which is appropriate for marine systems, id proposed. With the proposed principle, a novel initial alignment and self-calibration method, named the eight-position rotating scheme, is designed. Simulations and experiments are carried out to verify its performance. The results have shown that compared with other rotating schemes and the static state, the estimated accuracy of the eight-position scheme rotating about axes x and y was the best, and the position error was significantly reduced with this new rotating scheme. The feasibility and effectiveness of the proposed design principle and the rotating scheme were verified. MDPI 2015-01-30 /pmc/articles/PMC4367353/ /pubmed/25647743 http://dx.doi.org/10.3390/s150203154 Text en © 2015 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Gao, Wei
Zhang, Ya
Wang, Jianguo
Research on Initial Alignment and Self-Calibration of Rotary Strapdown Inertial Navigation Systems
title Research on Initial Alignment and Self-Calibration of Rotary Strapdown Inertial Navigation Systems
title_full Research on Initial Alignment and Self-Calibration of Rotary Strapdown Inertial Navigation Systems
title_fullStr Research on Initial Alignment and Self-Calibration of Rotary Strapdown Inertial Navigation Systems
title_full_unstemmed Research on Initial Alignment and Self-Calibration of Rotary Strapdown Inertial Navigation Systems
title_short Research on Initial Alignment and Self-Calibration of Rotary Strapdown Inertial Navigation Systems
title_sort research on initial alignment and self-calibration of rotary strapdown inertial navigation systems
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4367353/
https://www.ncbi.nlm.nih.gov/pubmed/25647743
http://dx.doi.org/10.3390/s150203154
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