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Restoration Method of a Blurred Star Image for a Star Sensor Under Dynamic Conditions

Under the dynamic working conditions of a star sensor, motion blur of the star will appear due to its energy dispersion during imaging, leading to the degradation of the star centroid accuracy and attitude accuracy of the star sensor. To address this, a restoration method of a blurred star image for...

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Autores principales: Mu, Zhiya, Wang, Jun, He, Xin, Wei, Zhonghui, He, Jiawei, Zhang, Lei, Lv, You, He, Dinglong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6806066/
https://www.ncbi.nlm.nih.gov/pubmed/31554196
http://dx.doi.org/10.3390/s19194127
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author Mu, Zhiya
Wang, Jun
He, Xin
Wei, Zhonghui
He, Jiawei
Zhang, Lei
Lv, You
He, Dinglong
author_facet Mu, Zhiya
Wang, Jun
He, Xin
Wei, Zhonghui
He, Jiawei
Zhang, Lei
Lv, You
He, Dinglong
author_sort Mu, Zhiya
collection PubMed
description Under the dynamic working conditions of a star sensor, motion blur of the star will appear due to its energy dispersion during imaging, leading to the degradation of the star centroid accuracy and attitude accuracy of the star sensor. To address this, a restoration method of a blurred star image for a star sensor under dynamic conditions is presented in this paper. First, a kinematic model of the star centroid and the degradation function of blurred star image under different conditions are analyzed. Then, an improved curvature filtering method based on energy function is proposed to remove the noise and improve the signal-to-noise ratio of the star image. Finally, the Richardson Lucy algorithm is used and the termination condition of the iterative equation is established by using the star centroid coordinates in three consecutive frames of restored images to ensure the restoration effect of the blurred star image and the accuracy of the star centroid coordinates. Under the dynamic condition of 0~4°/s, the proposed algorithm can effectively improve the signal-to-noise ratio of a blurred star image and maintain an error of the star centroid coordinates that is less than 0.1 pixels, which meets the requirement for high centroid accuracy.
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spelling pubmed-68060662019-11-07 Restoration Method of a Blurred Star Image for a Star Sensor Under Dynamic Conditions Mu, Zhiya Wang, Jun He, Xin Wei, Zhonghui He, Jiawei Zhang, Lei Lv, You He, Dinglong Sensors (Basel) Article Under the dynamic working conditions of a star sensor, motion blur of the star will appear due to its energy dispersion during imaging, leading to the degradation of the star centroid accuracy and attitude accuracy of the star sensor. To address this, a restoration method of a blurred star image for a star sensor under dynamic conditions is presented in this paper. First, a kinematic model of the star centroid and the degradation function of blurred star image under different conditions are analyzed. Then, an improved curvature filtering method based on energy function is proposed to remove the noise and improve the signal-to-noise ratio of the star image. Finally, the Richardson Lucy algorithm is used and the termination condition of the iterative equation is established by using the star centroid coordinates in three consecutive frames of restored images to ensure the restoration effect of the blurred star image and the accuracy of the star centroid coordinates. Under the dynamic condition of 0~4°/s, the proposed algorithm can effectively improve the signal-to-noise ratio of a blurred star image and maintain an error of the star centroid coordinates that is less than 0.1 pixels, which meets the requirement for high centroid accuracy. MDPI 2019-09-24 /pmc/articles/PMC6806066/ /pubmed/31554196 http://dx.doi.org/10.3390/s19194127 Text en © 2019 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 (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Mu, Zhiya
Wang, Jun
He, Xin
Wei, Zhonghui
He, Jiawei
Zhang, Lei
Lv, You
He, Dinglong
Restoration Method of a Blurred Star Image for a Star Sensor Under Dynamic Conditions
title Restoration Method of a Blurred Star Image for a Star Sensor Under Dynamic Conditions
title_full Restoration Method of a Blurred Star Image for a Star Sensor Under Dynamic Conditions
title_fullStr Restoration Method of a Blurred Star Image for a Star Sensor Under Dynamic Conditions
title_full_unstemmed Restoration Method of a Blurred Star Image for a Star Sensor Under Dynamic Conditions
title_short Restoration Method of a Blurred Star Image for a Star Sensor Under Dynamic Conditions
title_sort restoration method of a blurred star image for a star sensor under dynamic conditions
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6806066/
https://www.ncbi.nlm.nih.gov/pubmed/31554196
http://dx.doi.org/10.3390/s19194127
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