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Hardware Accelerated Design of a Dual-Mode Refocusing Algorithm for SAR Imaging Systems
The use of satellite synthetic aperture radar (SAR) for moving target imaging has gained popularity recently. Researchers are focused on improving its imaging quality. To achieve high-quality and fast imaging, we have developed a dual-mode refocusing algorithm. We optimized the algorithm’s target sp...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9964411/ https://www.ncbi.nlm.nih.gov/pubmed/36850741 http://dx.doi.org/10.3390/s23042143 |
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author | Yu, Le Li, Yaqi Wu, Nansong |
author_facet | Yu, Le Li, Yaqi Wu, Nansong |
author_sort | Yu, Le |
collection | PubMed |
description | The use of satellite synthetic aperture radar (SAR) for moving target imaging has gained popularity recently. Researchers are focused on improving its imaging quality. To achieve high-quality and fast imaging, we have developed a dual-mode refocusing algorithm. We optimized the algorithm’s target speed estimation and carried out data enhancement and quantization design for SAR image refocusing. The design is implemented on a Xilinx XC5VFX130T FPGA. The dual-mode image data are based on a slice size of 512 × 512 for slice mode and 256 × 256 for scan mode in a time-series function simulation. The serial–parallel conversion and pipeline design balances the operating speed and logic resources for optimal performance. Experiment results on slice data of real SAR images show that the system’s processing speed can reach two frames per second, utilizing 69633 LUTs, 255 RAMs, and 296 DSPs. |
format | Online Article Text |
id | pubmed-9964411 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-99644112023-02-26 Hardware Accelerated Design of a Dual-Mode Refocusing Algorithm for SAR Imaging Systems Yu, Le Li, Yaqi Wu, Nansong Sensors (Basel) Article The use of satellite synthetic aperture radar (SAR) for moving target imaging has gained popularity recently. Researchers are focused on improving its imaging quality. To achieve high-quality and fast imaging, we have developed a dual-mode refocusing algorithm. We optimized the algorithm’s target speed estimation and carried out data enhancement and quantization design for SAR image refocusing. The design is implemented on a Xilinx XC5VFX130T FPGA. The dual-mode image data are based on a slice size of 512 × 512 for slice mode and 256 × 256 for scan mode in a time-series function simulation. The serial–parallel conversion and pipeline design balances the operating speed and logic resources for optimal performance. Experiment results on slice data of real SAR images show that the system’s processing speed can reach two frames per second, utilizing 69633 LUTs, 255 RAMs, and 296 DSPs. MDPI 2023-02-14 /pmc/articles/PMC9964411/ /pubmed/36850741 http://dx.doi.org/10.3390/s23042143 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 Yu, Le Li, Yaqi Wu, Nansong Hardware Accelerated Design of a Dual-Mode Refocusing Algorithm for SAR Imaging Systems |
title | Hardware Accelerated Design of a Dual-Mode Refocusing Algorithm for SAR Imaging Systems |
title_full | Hardware Accelerated Design of a Dual-Mode Refocusing Algorithm for SAR Imaging Systems |
title_fullStr | Hardware Accelerated Design of a Dual-Mode Refocusing Algorithm for SAR Imaging Systems |
title_full_unstemmed | Hardware Accelerated Design of a Dual-Mode Refocusing Algorithm for SAR Imaging Systems |
title_short | Hardware Accelerated Design of a Dual-Mode Refocusing Algorithm for SAR Imaging Systems |
title_sort | hardware accelerated design of a dual-mode refocusing algorithm for sar imaging systems |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9964411/ https://www.ncbi.nlm.nih.gov/pubmed/36850741 http://dx.doi.org/10.3390/s23042143 |
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