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
Link To Document :
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