DocumentCode
2699635
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
Volume
3
fYear
2007
fDate
15-20 April 2007
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location
Honolulu, HI
ISSN
1520-6149
Print_ISBN
1-4244-0727-3
Type
conf
DOI
10.1109/ICASSP.2007.367104
Filename
4217977
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