Title :
Taylor-fourier series analysis for fractional order systems
Author :
Kurt Barbé;Lieve Lauwers;Lee Gonzales Fuentes
Author_Institution :
Dept. mathematics (DWIS), Research Team: Stochastics (STO/), Vrije Universiteit Brussel, Brussels, Belgium
Abstract :
Dynamical systems describing a physical process with a dominant diffusion phenomenon require a large dimensional model due to their long memory. Without prior knowledge, it is however not straightforward to know if/whether one deals with a fractional order system or long memory effects. Since the parametric modeling of a fractional system is very involved, we tackle the question whether fractional insight can be gathered in a non-parametric way. In this paper we show that the classical Fourier basis leading to the Frequency Response Function (FRF) lacks fractional insight. Therefore, we introduce a TaylorFourier basis to obtain non-parametric insight in the fractional system. This analysis proposes a novel type of spectrum to visualize the spectral content of a fractional system: the Taylor-Fourier spectrum.
Keywords :
"Decision support systems","Europe","Signal processing","Conferences","Poles and zeros","Time-frequency analysis"
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2015 23rd European
Electronic_ISBN :
2076-1465
DOI :
10.1109/EUSIPCO.2015.7362521