Title :
Discrete Gauss-Hermite Functions and Eigenvectors of the Centered Discrete Fourier Transform
Author :
Santhanam, Balu ; Santhanam, T.S.
Author_Institution :
Dept. of Electr. & Comput. Eng., New Mexico Univ., Albuquerque, NM, USA
Abstract :
Existing approaches to furnishing a basis of eigenvectors for the discrete Fourier transform (DFT) are based upon defining tridiagonal operators that commute with the DFT. In this paper, motivated by ideas from quantum mechanics in finite dimensions, we define a symmetric matrix that commutes with the centered DFT, thereby furnishing a basis of eigenvectors for the DFT. We show that these eigenvectors in the limit converge to Gauss-Hermite (G-H) functions and that the eigenvalue spectrum of the commutor provides a very good discrete approximation to that of the continuous G-H differential operator.
Keywords :
Gaussian processes; Hermitian matrices; discrete Fourier transforms; eigenvalues and eigenfunctions; quantum theory; signal processing; DFT; centered discrete Fourier transform; discrete Gauss-Hermite functions; eigenvalue spectrum; eigenvectors; quantum mechanics; symmetric matrix; Differential equations; Discrete Fourier transforms; Educational institutions; Eigenvalues and eigenfunctions; Fourier transforms; Gaussian processes; Matrix converters; Physics; Quantum mechanics; Symmetric matrices; Gauss-Hermite functions; discrete Fourier transform; eigen-vectors; eigenvalues; finite-space quantum mechanics;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.367104