• DocumentCode
    2164135
  • Title

    An Efficient SAR Processor Based on GPU via CUDA

  • Author

    Liu, Bin ; Wang, Kaizhi ; Liu, Xingzhao ; Yu, Wenxian

  • Author_Institution
    Dept. of Electron. Eng., Shanghai Jiao Tong Univ., Shanghai, China
  • fYear
    2009
  • fDate
    17-19 Oct. 2009
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    A novel and efficient Synthetic Aperture Radar (SAR) processor is introduced in this paper. This new processor is implemented on the Graphics Processing Unit (GPU). GPU is traditionally used for graphics rendering, but in recent years, it has rapidly evolved as a highly-parallel processor with tremendous computation capability and ultra-high memory bandwidth. The algorithm of the new SAR processor is developed via Compute Unified Device Architecture (CUDA) which is a popular GPU programming environment. The imaging results of the simulated data show that the resolution and the peak sidelobe ratio of this processor agree with the theoretical values. The time of processing on the actual data shows that this processor is more than 18 times as fast as quad-core CPU-based processor using OpenMP. The high efficiency of this GPU-based processor provides a promising way to solve the complicated problems of high resolution SAR systems.
  • Keywords
    coprocessors; parallel architectures; synthetic aperture radar; CUDA; GPU programming environment; SAR processor; compute unified device architecture; graphics processing unit; highly-parallel processor; synthetic aperture radar; Bandwidth; Central Processing Unit; Computer architecture; Computer displays; Concurrent computing; Graphics; Hardware; High performance computing; Image resolution; Synthetic aperture radar;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
  • Conference_Location
    Tianjin
  • Print_ISBN
    978-1-4244-4129-7
  • Electronic_ISBN
    978-1-4244-4131-0
  • Type

    conf

  • DOI
    10.1109/CISP.2009.5304418
  • Filename
    5304418