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A high-precision and high-order error model for airborne distributed POS transfer alignment

Distributed position and orientation systems (DPOSs) can provide abundant time-spatial information for interferometric synthetic aperture radar (InSAR) in airborne earth observation systems. However, some key error terms have not been taken into consideration in the traditional low-order error model...

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Autores principales: Gu, Bin, Ye, Wen, Teng, Zijie, Chen, Hongmei, Wang, Guochen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7686323/
https://www.ncbi.nlm.nih.gov/pubmed/33235300
http://dx.doi.org/10.1038/s41598-020-77595-w
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author Gu, Bin
Ye, Wen
Teng, Zijie
Chen, Hongmei
Wang, Guochen
author_facet Gu, Bin
Ye, Wen
Teng, Zijie
Chen, Hongmei
Wang, Guochen
author_sort Gu, Bin
collection PubMed
description Distributed position and orientation systems (DPOSs) can provide abundant time-spatial information for interferometric synthetic aperture radar (InSAR) in airborne earth observation systems. However, some key error terms have not been taken into consideration in the traditional low-order error model, which suppresses the performance of the slave POS and further cannot meet the compensation precision of InSAR. To improve the compensation precision, a precise high-order error model with 45 dimensions was derived. Not only does it take into account the influence of scale factor errors and installation errors of the gyro and accelerometer, but it also makes use of random constants and a first-order Markov process model to describe the gyro drift and accelerometer bias. In addition, the flexure angle and its angular rate were added to the state variables of the transfer alignment model. Based on the model, a measurement equation for attitude errors that considers flexure was deduced. Then, a transfer alignment model based on the matching algorithm including position-velocity-attitude was designed. Finally, the proposed model was validated by simulated and real tests, and the experimental results show that its performance is obviously better than that of the traditional model.
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spelling pubmed-76863232020-11-27 A high-precision and high-order error model for airborne distributed POS transfer alignment Gu, Bin Ye, Wen Teng, Zijie Chen, Hongmei Wang, Guochen Sci Rep Article Distributed position and orientation systems (DPOSs) can provide abundant time-spatial information for interferometric synthetic aperture radar (InSAR) in airborne earth observation systems. However, some key error terms have not been taken into consideration in the traditional low-order error model, which suppresses the performance of the slave POS and further cannot meet the compensation precision of InSAR. To improve the compensation precision, a precise high-order error model with 45 dimensions was derived. Not only does it take into account the influence of scale factor errors and installation errors of the gyro and accelerometer, but it also makes use of random constants and a first-order Markov process model to describe the gyro drift and accelerometer bias. In addition, the flexure angle and its angular rate were added to the state variables of the transfer alignment model. Based on the model, a measurement equation for attitude errors that considers flexure was deduced. Then, a transfer alignment model based on the matching algorithm including position-velocity-attitude was designed. Finally, the proposed model was validated by simulated and real tests, and the experimental results show that its performance is obviously better than that of the traditional model. Nature Publishing Group UK 2020-11-24 /pmc/articles/PMC7686323/ /pubmed/33235300 http://dx.doi.org/10.1038/s41598-020-77595-w Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Gu, Bin
Ye, Wen
Teng, Zijie
Chen, Hongmei
Wang, Guochen
A high-precision and high-order error model for airborne distributed POS transfer alignment
title A high-precision and high-order error model for airborne distributed POS transfer alignment
title_full A high-precision and high-order error model for airborne distributed POS transfer alignment
title_fullStr A high-precision and high-order error model for airborne distributed POS transfer alignment
title_full_unstemmed A high-precision and high-order error model for airborne distributed POS transfer alignment
title_short A high-precision and high-order error model for airborne distributed POS transfer alignment
title_sort high-precision and high-order error model for airborne distributed pos transfer alignment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7686323/
https://www.ncbi.nlm.nih.gov/pubmed/33235300
http://dx.doi.org/10.1038/s41598-020-77595-w
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