• 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