• DocumentCode
    1992520
  • Title

    The 2-D Modulated Discrete Fourier Transform for 2-D fast convolution and digital filtering

  • Author

    Radhakrishnan, C. ; Jenkins, W.K.

  • Author_Institution
    Dept. of Electr. Eng., Pennsylvania State Univ., University Park, PA, USA
  • fYear
    2011
  • fDate
    15-18 May 2011
  • Firstpage
    1508
  • Lastpage
    1511
  • Abstract
    Recently the Quadratic Modified Fermat Number Transform (QMFNT) based on Left-angle and Right-angle Circular Convolution (LCC and RCC) was extended to define a new Modified Discrete Fourier Transform (MDFT) that relies on a similar combination of RCC and LCC. It was shown that the MDFT enables overlap-add FFT block processing to be implemented without zero padding, resulting in reduced computational complexity and potentially reduced power requirements for nanoscale VLSI implementations. This paper extends the MDFT into two dimensions and analyzes how the 2-D extension manages two-dimensional wrap-around effects while implementing 2-D overlap-add block processing without zero padding.
  • Keywords
    VLSI; computational complexity; convolution; digital filters; discrete Fourier transforms; image processing; 2D fast convolution; 2D modulated discrete Fourier transform; 2D overlap-add block processing; FFT block processing; LCC; MDFT; RCC; computational complexity; digital filtering; left angle circular convolution; modified discrete Fourier transform; nanoscale VLSI implementation; power requirement; quadratic modified Fermat number transform; right angle circular convolution; two dimensional wrap-around effect; Convolution; Discrete Fourier transforms; Equations; Modulation; Two dimensional displays;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems (ISCAS), 2011 IEEE International Symposium on
  • Conference_Location
    Rio de Janeiro
  • ISSN
    0271-4302
  • Print_ISBN
    978-1-4244-9473-6
  • Electronic_ISBN
    0271-4302
  • Type

    conf

  • DOI
    10.1109/ISCAS.2011.5937861
  • Filename
    5937861