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文章基本信息

  • 标题:Implementation of Digital Signal Processing Algorithm in General Purpose Graphics Processing Unit (GPGPU)
  • 本地全文:下载
  • 作者:JAGDAMB BEHARI SRIVASTAVA ; R.K.PANDEY ; JITENDRA JAIN
  • 期刊名称:International Journal of Innovative Research in Computer and Communication Engineering
  • 印刷版ISSN:2320-9798
  • 电子版ISSN:2320-9801
  • 出版年度:2013
  • 卷号:1
  • 期号:4
  • 出版社:S&S Publications
  • 摘要:In this paper, we have proposed sequential and parallel matrix and matrix-vector multiplication in computeunified device architecture (CUDA) libraries. We show the process of a class of algorithms parallelization which are usedin digital signal processing. We present this approach on the instance of the Linear Convolution, Circular Convolution, andLeast Mean Square (LMS) algorithm. We propose an approach which uses a general purpose graphics processor unit(GPGPU) technology. The accelerated version on GPU computed faster because it took less time compare to the MATLABand sequential implementation
  • 关键词:Linear Convolution; Circular Convolution; Least Mean Square (LMS); Computed unified device architecture;(CUDA).
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