Title :
Discrete fractional Fourier transform based on orthogonal projections
Author :
Pei, Soo-Chang ; Yeh, Min-Hung ; Tseng, Chien-Cheng
Author_Institution :
Dept. of Electr. Eng., Nat. Taiwan Univ., Taipei, Taiwan
fDate :
5/1/1999 12:00:00 AM
Abstract :
The continuous fractional Fourier transform (FRFT) performs a spectrum rotation of signal in the time-frequency plane, and it becomes an important tool for time-varying signal analysis. A discrete fractional Fourier transform has been developed by Santhanam and McClellan (see ibid., vol.42, p.994-98, 1996) but its results do not match those of the corresponding continuous fractional Fourier transforms. We propose a new discrete fractional Fourier transform (DFRFT). The new DFRFT has DFT Hermite eigenvectors and retains the eigenvalue-eigenfunction relation as a continous FRFT. To obtain DFT Hermite eigenvectors, two orthogonal projection methods are introduced. Thus, the new DFRFT will provide similar transform and rotational properties as those of continuous fractional Fourier transforms. Moreover, the relationship between FRFT and the proposed DFRFT has been established in the same way as the conventional DFT-to-continuous-Fourier transform
Keywords :
discrete Fourier transforms; eigenvalues and eigenfunctions; fractals; signal processing; spectral analysis; time-frequency analysis; DFT Hermite eigenvectors; DFT kernel matrix; DFT-to-continuous-Fourier transform; continuous fractional Fourier transform; discrete fractional Fourier transform; eigenvalue-eigenfunction relation; orthogonal projections; rotational properties; signal spectrum rotation; time-frequency plane; time-varying signal analysis; Discrete Fourier transforms; Discrete transforms; Forward contracts; Fourier transforms; Helium; Optical filters; Optical signal processing; Signal analysis; Signal representations; Time frequency analysis;
Journal_Title :
Signal Processing, IEEE Transactions on