Title :
Time-frequency analysis by a discrete fractional evolutionary transform
Author :
Önen, Erol ; Akan, Aydin ; Chaparro, Luis F.
Author_Institution :
Elektrik-Elektron. Muhendisligi Bolumu Istanbul Univ., Istanbul, Turkey
Abstract :
In this paper, we present a discrete fractional evolutionary transform (DFET) for the evolutionary spectral estimation of multi-component, wide band signals. The time-varying kernel of this transform is used to calculate the evolutionary spectrum. The DFET kernel may be obtained from the coefficients of a discrete fractional Gabor expansion. The proposed DFET provides a tool for a high-resolution representation of signal components with linear instantaneous frequencies.
Keywords :
evolutionary computation; signal processing; time-frequency analysis; discrete fractional Gabor expansion; discrete fractional evolutionary transform; evolutionary spectral estimation; high resolution representation; time frequency analysis; wide band signal; Biology; Fourier transforms; Gallium; Kernel; Matching pursuit algorithms; Time frequency analysis;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2010 IEEE 18th
Conference_Location :
Diyarbakir
Print_ISBN :
978-1-4244-9672-3
DOI :
10.1109/SIU.2010.5653243