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Optimized SAR imaging algorithm with SSL constraints for the Azimuth direction
In order to address the low azimuth imaging problem of traditional Range Doppler (RD) algorithm, a high-resolution imaging algorithm with optimal azimuth sampling sequence length (SSL) constraints is hereby proposed. According to this algorithm, efforts are made to design a formula for the calculati...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10662310/ https://www.ncbi.nlm.nih.gov/pubmed/37985708 http://dx.doi.org/10.1038/s41598-023-47641-4 |
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author | Wang, Zhenli Cai, Mengsheng Wang, Qun Chen, Xianyi |
author_facet | Wang, Zhenli Cai, Mengsheng Wang, Qun Chen, Xianyi |
author_sort | Wang, Zhenli |
collection | PubMed |
description | In order to address the low azimuth imaging problem of traditional Range Doppler (RD) algorithm, a high-resolution imaging algorithm with optimal azimuth sampling sequence length (SSL) constraints is hereby proposed. According to this algorithm, efforts are made to design a formula for the calculation of the initial azimuth SSL on the basis of SAR azimuth imaging parameters. Having obtained the initial SSL and the criteria for the evaluation of SAR imaging performance, we continue to figure out the extreme values of the curve within a reasonable range of variation. On the basis of these values, the optimal azimuth SSL can be determined to provide data support for global azimuth imaging. Measurement data from imaging experiments on airborne and spaceborne SARs show that, compared with traditional RD algorithm, the proposed algorithm reveals outstanding advantages as indicated by a number of factors critical for the evaluation of imaging performance, such as resolution, peak sidelobe ratio (PSLR) and integral sidelobe ratio (ISLR). Compared with reference methods with local optimal imaging performance, the proposed algorithm can help to obtain global optimal SAR imaging data. |
format | Online Article Text |
id | pubmed-10662310 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-106623102023-11-20 Optimized SAR imaging algorithm with SSL constraints for the Azimuth direction Wang, Zhenli Cai, Mengsheng Wang, Qun Chen, Xianyi Sci Rep Article In order to address the low azimuth imaging problem of traditional Range Doppler (RD) algorithm, a high-resolution imaging algorithm with optimal azimuth sampling sequence length (SSL) constraints is hereby proposed. According to this algorithm, efforts are made to design a formula for the calculation of the initial azimuth SSL on the basis of SAR azimuth imaging parameters. Having obtained the initial SSL and the criteria for the evaluation of SAR imaging performance, we continue to figure out the extreme values of the curve within a reasonable range of variation. On the basis of these values, the optimal azimuth SSL can be determined to provide data support for global azimuth imaging. Measurement data from imaging experiments on airborne and spaceborne SARs show that, compared with traditional RD algorithm, the proposed algorithm reveals outstanding advantages as indicated by a number of factors critical for the evaluation of imaging performance, such as resolution, peak sidelobe ratio (PSLR) and integral sidelobe ratio (ISLR). Compared with reference methods with local optimal imaging performance, the proposed algorithm can help to obtain global optimal SAR imaging data. Nature Publishing Group UK 2023-11-20 /pmc/articles/PMC10662310/ /pubmed/37985708 http://dx.doi.org/10.1038/s41598-023-47641-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Wang, Zhenli Cai, Mengsheng Wang, Qun Chen, Xianyi Optimized SAR imaging algorithm with SSL constraints for the Azimuth direction |
title | Optimized SAR imaging algorithm with SSL constraints for the Azimuth direction |
title_full | Optimized SAR imaging algorithm with SSL constraints for the Azimuth direction |
title_fullStr | Optimized SAR imaging algorithm with SSL constraints for the Azimuth direction |
title_full_unstemmed | Optimized SAR imaging algorithm with SSL constraints for the Azimuth direction |
title_short | Optimized SAR imaging algorithm with SSL constraints for the Azimuth direction |
title_sort | optimized sar imaging algorithm with ssl constraints for the azimuth direction |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10662310/ https://www.ncbi.nlm.nih.gov/pubmed/37985708 http://dx.doi.org/10.1038/s41598-023-47641-4 |
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