Title :
Fractionalisation of an odd time odd frequency DFT matrix based on the eigenvectors of a novel nearly tridiagonal commuting matrix
Author :
Wei, D.Y. ; Ran, Q.W. ; Li, Y.M. ; Ma, Jiaxin ; Tan, L.Y.
Author_Institution :
Nat. Key Lab. of Tunable Laser Technol., Harbin Inst. of Technol., Harbin, China
fDate :
4/1/2011 12:00:00 AM
Abstract :
The discrete equivalent of Hermite-Gaussian functions (HGFs) plays a critical role in the definition of a discrete fractional Fourier transform (DFRFT). The discrete equivalents are typically calculated through the eigendecomposition of a commutator matrix. In this study, the authors mainly focus on the fractionalisation of an odd time odd frequency discrete Fourier transform (O-ODFT) matrix. First, the authors propose a novel nearly tridiagonal matrix, which commutes with the O-ODFT matrix. It does not have multiple eigenvalues. The authors can determine a unique orthonormal eigenvector set based on block diagonalisation of a new commuting matrix. The eigenvectors of the new nearly tridiagonal matrix are shown to be O-ODFT eigenvectors, which are similar to the continuous HGFs. Then, the result of the eigendecomposition of the transform matrix is used in order to define the fractionalisation of O-ODFT (O-ODFRFT). The definition is exactly unitary, index additive and reduces to the O-ODFT for unit order. Finally, numerical examples are illustrated to demonstrate that the proposed O-ODFRFT is approximated to the continuous fractional Fourier transform.
Keywords :
Gaussian processes; Hermitian matrices; discrete Fourier transforms; eigenvalues and eigenfunctions; Hermite-Gaussian functions; O-ODFT; discrete fractional Fourier transform; eigendecomposition; eigenvectors; fractionalisation; odd time odd frequency DFT matrix; tridiagonal commuting matrix;
Journal_Title :
Signal Processing, IET
DOI :
10.1049/iet-spr.2009.0288