DocumentCode
3486799
Title
Fractional Gabor spectral estimation for multi-component signals
Author
Onen, Erol ; Akan, Aydrn
Author_Institution
Istanbul Univ., Turkey
fYear
2004
fDate
28-30 April 2004
Firstpage
514
Lastpage
517
Abstract
We present a high resolution time-frequency spectral analysis method for multi-component signals based on a discrete fractional Gabor expansion. The proposed discrete fractional Gabor expansion uses the closed form discrete fractional Fourier kernel and generates a parallelogram-shaped time-frequency plane tiling. Completeness and biorthogonality conditions of the new expansion are derived. We also present a search algorithm to obtain optimal analysis fraction orders for an arbitrary, multi-component signal to estimate a high resolution Gabor spectrum.
Keywords
Fourier analysis; parameter estimation; search problems; signal resolution; spectral analysis; time-frequency analysis; analysis fraction orders; biorthogonality conditions; completeness conditions; discrete fractional Fourier kernel; discrete fractional Gabor expansion; fractional Gabor spectral estimation; multi-component signals; parallelogram-shaped time-frequency plane tiling; search algorithm; time-frequency analysis; time-frequency spectral analysis method; Algorithm design and analysis; Gaussian processes; Kernel; Signal analysis; Signal resolution; Time frequency analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing and Communications Applications Conference, 2004. Proceedings of the IEEE 12th
Print_ISBN
0-7803-8318-4
Type
conf
DOI
10.1109/SIU.2004.1338578
Filename
1338578
Link To Document