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This article is cited in 1 scientific paper (total in 1 paper)
A modified fluctuation analysis of nonstationary processes
A. N. Pavlovab, O. N. Pavlovaa, A. A. Koronovskiia a Saratov State University
b Yuri Gagarin State Technical University of Saratov
Abstract:
We consider a method of detrended fluctuation analysis (DFA method), which enables the study of long-range correlations in nonstationary processes. Its modification is proposed, including the calculation of additional quantity, that is, a scaling index, characterizing the effects of nonstationarity in the experimental data. Using the dynamics of the blood flow velocity in cerebral vessels as an example, the possibilities of a quantitative description of changes in the signal structure using the proposed modification of the DFA method have been demonstrated.
Keywords:
nonstationary process, correlation analysis, fluctuations, scaling.
Received: 29.11.2019 Revised: 29.11.2019 Accepted: 20.12.2019
Citation:
A. N. Pavlov, O. N. Pavlova, A. A. Koronovskii, “A modified fluctuation analysis of nonstationary processes”, Pisma v Zhurnal Tekhnicheskoi Fiziki, 46:6 (2020), 47–50; Tech. Phys. Lett., 46:3 (2020), 299–302
Linking options:
https://www.mathnet.ru/eng/pjtf5161 https://www.mathnet.ru/eng/pjtf/v46/i6/p47
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Abstract page: | 55 | Full-text PDF : | 34 |
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