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Strip-Mode Microwave Staring Correlated Imaging with Self-Calibration of Gain–Phase Errors

Microwave staring correlated imaging (MSCI) can realize super resolution imaging without the limit of relative motion with the target. However, gain–phase errors generally exist in the multi-transmitter array, which results in imaging model mismatch and degrades the imaging performance considerably....

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Detalles Bibliográficos
Autores principales: Xia, Rui, Guo, Yuanyue, Chen, Weidong, Wang, Dongjin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6427211/
https://www.ncbi.nlm.nih.gov/pubmed/30832415
http://dx.doi.org/10.3390/s19051079
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author Xia, Rui
Guo, Yuanyue
Chen, Weidong
Wang, Dongjin
author_facet Xia, Rui
Guo, Yuanyue
Chen, Weidong
Wang, Dongjin
author_sort Xia, Rui
collection PubMed
description Microwave staring correlated imaging (MSCI) can realize super resolution imaging without the limit of relative motion with the target. However, gain–phase errors generally exist in the multi-transmitter array, which results in imaging model mismatch and degrades the imaging performance considerably. In order to solve the problem of MSCI with gain–phase error in a large scene, a method of MSCI with strip-mode self-calibration of gain–phase errors is proposed. The method divides the whole imaging scene into multiple imaging strips, then the strip target scattering coefficient and the gain–phase errors are combined into a multi-parameter optimization problem that can be solved by alternate iteration, and the error estimation results of the previous strip can be carried into the next strip as the initial value. All strips are processed in multiple rounds, and the gain–phase error estimation results of the last strip can be taken as the initial value and substituted into the first strip for the correlated processing of the next round. Finally, the whole imaging in a large scene can be achieved by multi-strip image splicing. Numerical simulations validate its potential advantages to shorten the imaging time dramatically and improve the imaging and gain–phase error estimation performance.
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spelling pubmed-64272112019-04-15 Strip-Mode Microwave Staring Correlated Imaging with Self-Calibration of Gain–Phase Errors Xia, Rui Guo, Yuanyue Chen, Weidong Wang, Dongjin Sensors (Basel) Article Microwave staring correlated imaging (MSCI) can realize super resolution imaging without the limit of relative motion with the target. However, gain–phase errors generally exist in the multi-transmitter array, which results in imaging model mismatch and degrades the imaging performance considerably. In order to solve the problem of MSCI with gain–phase error in a large scene, a method of MSCI with strip-mode self-calibration of gain–phase errors is proposed. The method divides the whole imaging scene into multiple imaging strips, then the strip target scattering coefficient and the gain–phase errors are combined into a multi-parameter optimization problem that can be solved by alternate iteration, and the error estimation results of the previous strip can be carried into the next strip as the initial value. All strips are processed in multiple rounds, and the gain–phase error estimation results of the last strip can be taken as the initial value and substituted into the first strip for the correlated processing of the next round. Finally, the whole imaging in a large scene can be achieved by multi-strip image splicing. Numerical simulations validate its potential advantages to shorten the imaging time dramatically and improve the imaging and gain–phase error estimation performance. MDPI 2019-03-03 /pmc/articles/PMC6427211/ /pubmed/30832415 http://dx.doi.org/10.3390/s19051079 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
Xia, Rui
Guo, Yuanyue
Chen, Weidong
Wang, Dongjin
Strip-Mode Microwave Staring Correlated Imaging with Self-Calibration of Gain–Phase Errors
title Strip-Mode Microwave Staring Correlated Imaging with Self-Calibration of Gain–Phase Errors
title_full Strip-Mode Microwave Staring Correlated Imaging with Self-Calibration of Gain–Phase Errors
title_fullStr Strip-Mode Microwave Staring Correlated Imaging with Self-Calibration of Gain–Phase Errors
title_full_unstemmed Strip-Mode Microwave Staring Correlated Imaging with Self-Calibration of Gain–Phase Errors
title_short Strip-Mode Microwave Staring Correlated Imaging with Self-Calibration of Gain–Phase Errors
title_sort strip-mode microwave staring correlated imaging with self-calibration of gain–phase errors
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6427211/
https://www.ncbi.nlm.nih.gov/pubmed/30832415
http://dx.doi.org/10.3390/s19051079
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