Title :
Tridiagonal Commuting Matrices and Fractionalizations of DCT and DST Matrices of Types I, IV, V, and VIII
Author :
Pei, Soo-Chang ; Hsue, Wen-Liang
Author_Institution :
Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei
fDate :
6/1/2008 12:00:00 AM
Abstract :
In this paper, we first establish new relationships in matrix forms among discrete Fourier transform (DFT), generalized DFT (GDFT), and various types of discrete cosine transform (DCT) and discrete sine transform (DST) matrices. Two new independent tridiagonal commuting matrices for each of DCT and DST matrices of types I, IV, V, and VIII are then derived from the existing commuting matrices of DFT and GDFT. With these new commuting matrices, the orthonormal sets of Hermite-like eigenvectors for DCT and DST matrices can be determined and the discrete fractional cosine transform (DFRCT) and the discrete fractional sine transform (DFRST) are defined. The relationships among the discrete fractional Fourier transform (DFRFT), fractional GDFT, and various types of DFRCT and DFRST are developed to reduce computations for DFRFT and fractional GDFT.
Keywords :
discrete Fourier transforms; discrete cosine transforms; eigenvalues and eigenfunctions; matrix algebra; Hermite-like eigenvector; discrete fractional Fourier transform; discrete fractional cosine transform; discrete fractional sine transform; orthonormal set; tridiagonal commuting matrix; Commuting matrix; discrete fractional Fourier transform (DFRFT); discrete fractional cosine transform (DFRCT); discrete fractional sine transform (DFRST);
Journal_Title :
Signal Processing, IEEE Transactions on
DOI :
10.1109/TSP.2007.914351