Title :
A new discrete fractional Fourier transform based on constrained eigendecomposition of DFT matrix by Lagrange multiplier method
Author :
Pei, Soo-Chang ; Tseng, Chien-Cheng ; Yeh, Min-Hung
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
fDate :
9/1/1999 12:00:00 AM
Abstract :
This paper is concerned with the definition of the discrete fractional Fourier transform (DFRFT). First, an eigendecomposition of the discrete Fourier transform (DFT) matrix is derived by sampling the Hermite Gauss functions, which are eigenfunctions of the continuous Fourier transform and by performing a novel error-removal procedure. Then, the result of the eigendecomposition of the DFT matrix is used to define a new DFRFT. Finally, several numerical examples are illustrated to demonstrate that the proposed DFRFT is a better approximation to the continuous fractional Fourier transform than the conventional defined DFRFT
Keywords :
discrete Fourier transforms; eigenvalues and eigenfunctions; matrix decomposition; Hermite Gauss function; Lagrange multiplier; discrete Fourier transform matrix; discrete fractional Fourier transform; eigendecomposition; error removal; Chirp; Discrete Fourier transforms; Discrete transforms; Eigenvalues and eigenfunctions; Filtering; Fourier transforms; Optical computing; Optical filters; Optical signal processing; Quantum mechanics;
Journal_Title :
Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on