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
Link To Document