Comparison of wavelet transform and Fourier transform applied to analysis of non-stationary processes
Nanosistemy: fizika, himiâ, matematika, Tome 5 (2014) no. 3, pp. 363-373
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This article contains a comparison of three data analysis methods' informativity: wavelet transform, Fourier transform and short-time Fourier transform. This work contains an attempt to find the most sensitive method for the detection of quasiharmonic components in experimental data that have pronounced non-stationary behavior. Results of high-frequency near-field sounding, IR-spectroscopy and NMR analysis of water, and also model harmonic signal were used as non-stationary processes for analysis.
Keywords:
wavelet transform, non-stationary processes analysis
Mots-clés : Fourier transform, short-time Fourier transform, quasiharmonic signal.
Mots-clés : Fourier transform, short-time Fourier transform, quasiharmonic signal.
@article{NANO_2014_5_3_a3,
author = {A. Drozdov and I. Pomortsev and K. Tyutyukin and Yu. Baloshin},
title = {Comparison of wavelet transform and {Fourier} transform applied to analysis of non-stationary processes},
journal = {Nanosistemy: fizika, himi\^a, matematika},
pages = {363--373},
year = {2014},
volume = {5},
number = {3},
language = {en},
url = {http://geodesic.mathdoc.fr/item/NANO_2014_5_3_a3/}
}
TY - JOUR AU - A. Drozdov AU - I. Pomortsev AU - K. Tyutyukin AU - Yu. Baloshin TI - Comparison of wavelet transform and Fourier transform applied to analysis of non-stationary processes JO - Nanosistemy: fizika, himiâ, matematika PY - 2014 SP - 363 EP - 373 VL - 5 IS - 3 UR - http://geodesic.mathdoc.fr/item/NANO_2014_5_3_a3/ LA - en ID - NANO_2014_5_3_a3 ER -
%0 Journal Article %A A. Drozdov %A I. Pomortsev %A K. Tyutyukin %A Yu. Baloshin %T Comparison of wavelet transform and Fourier transform applied to analysis of non-stationary processes %J Nanosistemy: fizika, himiâ, matematika %D 2014 %P 363-373 %V 5 %N 3 %U http://geodesic.mathdoc.fr/item/NANO_2014_5_3_a3/ %G en %F NANO_2014_5_3_a3
A. Drozdov; I. Pomortsev; K. Tyutyukin; Yu. Baloshin. Comparison of wavelet transform and Fourier transform applied to analysis of non-stationary processes. Nanosistemy: fizika, himiâ, matematika, Tome 5 (2014) no. 3, pp. 363-373. http://geodesic.mathdoc.fr/item/NANO_2014_5_3_a3/