Chirp scaling algorithm for enhanced SAR data processing using FPGA

Synthetic aperture radar (SAR) imaging is known for its high computational demands, which complicates its use in real- time applications. This paper introduces the chirp-scaling algorithm (CSA) tailored for real-time SAR applications, leveraging advanced field programmable gate array (FPGA) processors. The algorithm employs range Doppler techniques to compress a generated chirp signal, with MATLAB used for validation purposes. To facilitate the computationally demanding tasks like Fast Fourier Transform (FFT) and complex data multiplication, hardware acceleration is essential. Xilinx Vivado is employed to design and implement the required hardware acceleration on the Artix-7 FPGA board. The algorithm's performance has been evaluated through timing analysis and resource utilization. Results indicate reducing 12.4 % LUT usage, 52.38% power consumption, significantly enhancing the algorithm's performance, while the speed of multiplication operations has been doubled due to with a modified Booth's algorithm.

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Publication Details

Journal
i-manager s Journal on Communication Engineering and Systems
Published
2025-01-01
DOI
https://doi.org/10.26634/jcs.14.1.21606
Primary Topic
Advanced SAR Imaging Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Chirp scaling algorithm for enhanced SAR data processing using FPGA

P. Srinivasulu, K. Ajay
i-manager s Journal on Communication Engineering and Systems
Advanced SAR Imaging Techniques
article

Chirp scaling algorithm for enhanced SAR data processing using FPGA

P. Srinivasulu, K. Ajay
article en

Abstract

Synthetic aperture radar (SAR) imaging is known for its high computational demands, which complicates its use in real- time applications. This paper introduces the chirp-scaling algorithm (CSA) tailored for real-time SAR applications, leveraging advanced field programmable gate array (FPGA) processors. The algorithm employs range Doppler techniques to compress a generated chirp signal, with MATLAB used for validation purposes. To facilitate the computationally demanding tasks like Fast Fourier Transform (FFT) and complex data multiplication, hardware acceleration is essential. Xilinx Vivado is employed to design and implement the required hardware acceleration on the Artix-7 FPGA board. The algorithm's performance has been evaluated through timing analysis and resource utilization. Results indicate reducing 12.4 % LUT usage, 52.38% power consumption, significantly enhancing the algorithm's performance, while the speed of multiplication operations has been doubled due to with a modified Booth's algorithm.

i-manager s Journal on Communication Engineering and SystemsVol. 14(1)
Dr. Reddy's Laboratories (United States) (US)
Openalex Percentile: Top 79%
Advanced SAR Imaging Techniques
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Chirp scaling algorithm for enhanced SAR data processing using FPGA — P. Srinivasulu, K. Ajay · i-manager s Journal on Communication Engineering and Systems (2025) | TGRS Research Map | TGRS