Title :
A multi-window fractional evolutionary spectral analysis
Author :
Çekiç, Yalçin ; Akan, Aydin
Author_Institution :
Dept. of Electr. Eng., Univ. of Bahcesehir, Istanbul, Turkey
Abstract :
In this work, we present a multiple window evolutionary spectral analysis on a non-rectangular time-frequency lattice based on a discrete fractional Gabor expansion. The traditional Gabor expansion uses a fixed, and rectangular time-frequency plane tiling. Many of the practical signals such as speech, music, etc., require a more flexible, nonrectangular time-frequency lattice for a compact representation. The proposed method uses a set of basis functions that are related to the fractional Fourier basis and generates a parallelogram-shaped tiling. Simulation results are given to illustrate the performance of our algorithm.
Keywords :
Fourier transforms; adaptive signal processing; evolutionary computation; signal representation; spectral analysis; time-frequency analysis; basis functions; compact representation; discrete fractional Gabor expansion; fractional Fourier basis; fractional evolutionary spectral analysis; multiple window; nonrectangular time-frequency lattice; parallelogram-shaped tiling; performance; Fourier series; Frequency synthesizers; Lattices; Multiple signal classification; Signal analysis; Signal resolution; Signal synthesis; Spectral analysis; Speech analysis; Time frequency analysis;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03). 2003 IEEE International Conference on
Print_ISBN :
0-7803-7663-3
DOI :
10.1109/ICASSP.2003.1201768