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文章基本信息

  • 标题:Parallel Backprojection: A Case Study in High-Performance Reconfigurable Computing
  • 本地全文:下载
  • 作者:Ben Cordes ; Miriam Leeser
  • 期刊名称:EURASIP Journal on Embedded Systems
  • 印刷版ISSN:1687-3955
  • 电子版ISSN:1687-3963
  • 出版年度:2009
  • 卷号:2009
  • DOI:10.1155/2009/727965
  • 出版社:Hindawi Publishing Corporation
  • 摘要:

    High-performance reconfigurable computing (HPRC) is a novel approach to provide large-scale computing power to modern scientific applications. Using both general-purpose processors and FPGAs allows application designers to exploit fine-grained and coarse-grained parallelism, achieving high degrees of speedup. One scientific application that benefits from this technique is backprojection, an image formation algorithm that can be used as part of a synthetic aperture radar (SAR) processing system. We present an implementation of backprojection for SAR on an HPRC system. Using simulated data taken at a variety of ranges, our implementation runs over 200 times faster than a similar software program, with an overall application speedup better than 50x. The backprojection application is easily parallelizable, achieving near-linear speedup when run on multiple nodes of a clustered HPRC system. The results presented can be applied to other systems and other algorithms with similar characteristics.

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