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 :
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