Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Wang, Zhenli, Cai, Mengsheng, Wang, Qun, Chen, Xianyi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
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
_version_ 1785148531597639680
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
work_keys_str_mv AT wangzhenli optimizedsarimagingalgorithmwithsslconstraintsfortheazimuthdirection
AT caimengsheng optimizedsarimagingalgorithmwithsslconstraintsfortheazimuthdirection
AT wangqun optimizedsarimagingalgorithmwithsslconstraintsfortheazimuthdirection
AT chenxianyi optimizedsarimagingalgorithmwithsslconstraintsfortheazimuthdirection