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Target Detection for Synthetic Aperture Radiometer Based on Satellite Formation Flight

Synthetic aperture interferometers formed by satellite formations have been adopted to improve spatial resolution. Due to the limited number of satellites and limited integrated time, the use of sparse baselines can result in distorted reconstructed images, which will generate false targets or miss...

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Detalles Bibliográficos
Autores principales: Li, Rui, Deng, Li, Wang, Yuan, Dai, Haoming, Duan, Ran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10384500/
https://www.ncbi.nlm.nih.gov/pubmed/37514642
http://dx.doi.org/10.3390/s23146348
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author Li, Rui
Deng, Li
Wang, Yuan
Dai, Haoming
Duan, Ran
author_facet Li, Rui
Deng, Li
Wang, Yuan
Dai, Haoming
Duan, Ran
author_sort Li, Rui
collection PubMed
description Synthetic aperture interferometers formed by satellite formations have been adopted to improve spatial resolution. Due to the limited number of satellites and limited integrated time, the use of sparse baselines can result in distorted reconstructed images, which will generate false targets or miss true targets. When detecting a target on the Earth from a geostationary orbit, the target usually occupies only one pixel, and it is almost submerged by noise. Considering the slow-varying characteristics of the observation area, combined with historical observation data and the motion characteristics of the target itself, a target detection method based on multi-frame snapshot images is proposed. Firstly, the observation background is estimated using multi-frame historical data, and background elimination is used to suppress the background noise. Then, potential targets are selected using the local brightness temperature characteristics of the targets. Lastly, the target motion tracks are applied to erase false targets and correct the positions of missed targets. Simulation experiments have been conducted, and the false alarm rate and the missing alarm rate are counted for randomly distributed targets.
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spelling pubmed-103845002023-07-30 Target Detection for Synthetic Aperture Radiometer Based on Satellite Formation Flight Li, Rui Deng, Li Wang, Yuan Dai, Haoming Duan, Ran Sensors (Basel) Article Synthetic aperture interferometers formed by satellite formations have been adopted to improve spatial resolution. Due to the limited number of satellites and limited integrated time, the use of sparse baselines can result in distorted reconstructed images, which will generate false targets or miss true targets. When detecting a target on the Earth from a geostationary orbit, the target usually occupies only one pixel, and it is almost submerged by noise. Considering the slow-varying characteristics of the observation area, combined with historical observation data and the motion characteristics of the target itself, a target detection method based on multi-frame snapshot images is proposed. Firstly, the observation background is estimated using multi-frame historical data, and background elimination is used to suppress the background noise. Then, potential targets are selected using the local brightness temperature characteristics of the targets. Lastly, the target motion tracks are applied to erase false targets and correct the positions of missed targets. Simulation experiments have been conducted, and the false alarm rate and the missing alarm rate are counted for randomly distributed targets. MDPI 2023-07-12 /pmc/articles/PMC10384500/ /pubmed/37514642 http://dx.doi.org/10.3390/s23146348 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
Li, Rui
Deng, Li
Wang, Yuan
Dai, Haoming
Duan, Ran
Target Detection for Synthetic Aperture Radiometer Based on Satellite Formation Flight
title Target Detection for Synthetic Aperture Radiometer Based on Satellite Formation Flight
title_full Target Detection for Synthetic Aperture Radiometer Based on Satellite Formation Flight
title_fullStr Target Detection for Synthetic Aperture Radiometer Based on Satellite Formation Flight
title_full_unstemmed Target Detection for Synthetic Aperture Radiometer Based on Satellite Formation Flight
title_short Target Detection for Synthetic Aperture Radiometer Based on Satellite Formation Flight
title_sort target detection for synthetic aperture radiometer based on satellite formation flight
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10384500/
https://www.ncbi.nlm.nih.gov/pubmed/37514642
http://dx.doi.org/10.3390/s23146348
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AT daihaoming targetdetectionforsyntheticapertureradiometerbasedonsatelliteformationflight
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