Title :
Convolution Using Discrete Sine and Cosine Transforms
Author :
Reju, V.G. ; Koh, Soo Ngee ; Soon, Ing Yann
Author_Institution :
Nanyang Technol. Univ., Nanyang Avenue
fDate :
7/1/2007 12:00:00 AM
Abstract :
In this paper, we derive a relation for the circular convolution operation in the discrete sine and cosine transform domains. The transform coefficients are either symmetric or asymmetric and hence we need to calculate only half of the total coefficients. Since fast algorithms are available for the computation of discrete sine and cosine transforms, the proposed method is an alternative to the discrete Fourier transform method for filtering applications.
Keywords :
convolution; discrete Fourier transforms; discrete cosine transforms; filtering theory; circular convolution operation; cosine transforms; discrete Fourier transform; discrete sine transforms; filtering applications; Convolution; Discrete Fourier transforms; Discrete cosine transforms; Discrete transforms; Equations; Fast Fourier transforms; Filtering algorithms; Fourier transforms; Helium; Discrete transforms; Fourier transforms; filtering;
Journal_Title :
Signal Processing Letters, IEEE
DOI :
10.1109/LSP.2006.891312