DocumentCode
2884694
Title
Power-efficient RMA SAR imaging using pipelined Non-uniform Fast Fourier Transform
Author
Nash, Gregory T. ; Cheema, Umer I. ; Ansari, Rashid ; Khokhar, Ashfaq A.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Illinois at Chicago, Chicago, IL, USA
fYear
2015
fDate
10-15 May 2015
Firstpage
1600
Lastpage
1604
Abstract
Range Migration Algorithm (RMA) is one of the most practiced frequency domain based algorithms for Synthetic Aperture Radar (SAR) image reconstruction. While computationally more intensive than Polar Format Algorithm (PFA), it has superior image reconstruction for large squint angles. Due to the real-time nature of SAR imaging-related tasks, it is desired to have faster hardware implementations of reconstruction algorithms. In this paper we study FPGA-based implementation of the RMA algorithm using a novel pipelined Non-uniform FFT (NuFFT) module that optimizes its operation by exploiting the order in which samples are presented. We demonstrate that we can achieve processing speed of over 600 Msps (Mega Samples per Second) for the implemented RMA algorithm using the FPGA.
Keywords
fast Fourier transforms; field programmable gate arrays; frequency-domain analysis; image reconstruction; radar imaging; synthetic aperture radar; FPGA; NuFFT module; PFA; frequency domain based algorithms; pipelined nonuniform fast Fourier transform; polar format algorithm; power-efficient RMA SAR imaging; range migration algorithm; squint angles; synthetic aperture radar image reconstruction algorithm; Computed tomography; Computer architecture; Field programmable gate arrays; Hardware; Image reconstruction; Interpolation; Synthetic aperture radar;
fLanguage
English
Publisher
ieee
Conference_Titel
Radar Conference (RadarCon), 2015 IEEE
Conference_Location
Arlington, VA
Print_ISBN
978-1-4799-8231-8
Type
conf
DOI
10.1109/RADAR.2015.7131253
Filename
7131253
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