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
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;
Conference_Titel :
Circuits and Systems (ISCAS), 2011 IEEE International Symposium on
Conference_Location :
Rio de Janeiro
Print_ISBN :
978-1-4244-9473-6
Electronic_ISBN :
0271-4302
DOI :
10.1109/ISCAS.2011.5937861