DETECTING NOISE IN A TIME-SERIES

Citation
Cj. Cellucci et al., DETECTING NOISE IN A TIME-SERIES, Chaos, 7(3), 1997, pp. 414-422
Citations number
23
Categorie Soggetti
Mathematics,"Physycs, Mathematical",Mathematics
Journal title
ChaosACNP
ISSN journal
10541500
Volume
7
Issue
3
Year of publication
1997
Pages
414 - 422
Database
ISI
SICI code
1054-1500(1997)7:3<414:DNIAT>2.0.ZU;2-3
Abstract
A numerical algorithm is presented for estimating whether, and roughly to what extent, a time series is noise corrupted. Using phase-randomi zed surrogates constructed from the original signal, metrics are defin ed which can be used to quantify the noise level. A saturation occurs in these metrics at signal to noise ratios (SNRs) of around 0 dB and b elow, and also at around 20 dB and above. In between these two regions there is a monotonic transition in the value of the metrics from one region to the other corresponding to changes in the SNR. (C) 1997 Amer ican Institute of Physics.