It has become common in research with detrended fluctuation analysis (DFA) to use slopes of regression lines (α1 and α2) and their ratio as measures of fractal properties of dynamical processes such as physiological rhythm fluctuations. In this study, instead of the ratio (α1/α2) in DFA of ECG RR intervals and respiratory signals, we propose the use of a new measure: the inter-fractal angle (θ) - angle that DFA regression lines form between each other. Methods. Angle θ was obtained by means of graphical-analytical calculation. Using one way-Anova test, sensitivity of θ on the influence of slow breathing and orthostasis was compared in respect to ratio α1/α2. Results. Comparisons revealed that changes of (θ) were statistically more significant than changes of αl/α2. Conclusion. Inter-fractal angle is an elegant new measure of DFA that is more sensitive to perturbations such as changes in body posture and breathing regime than α1/α2.
Кључне речи:
Estimation / Fluctuations / Pathology / Perturbation methods / Sensitivity / Technological innovation / Time series analysis
Извор:
2022 12th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), 2022, 1-2
TY - CONF
AU - Matić, Zoran
AU - Kalauzi, Aleksandar
AU - Platiša, Mirjana M.
AU - Bojić, Tijana
PY - 2022
UR - https://vinar.vin.bg.ac.rs/handle/123456789/10513
AB - It has become common in research with detrended fluctuation analysis (DFA) to use slopes of regression lines (α1 and α2) and their ratio as measures of fractal properties of dynamical processes such as physiological rhythm fluctuations. In this study, instead of the ratio (α1/α2) in DFA of ECG RR intervals and respiratory signals, we propose the use of a new measure: the inter-fractal angle (θ) - angle that DFA regression lines form between each other. Methods. Angle θ was obtained by means of graphical-analytical calculation. Using one way-Anova test, sensitivity of θ on the influence of slow breathing and orthostasis was compared in respect to ratio α1/α2. Results. Comparisons revealed that changes of (θ) were statistically more significant than changes of αl/α2. Conclusion. Inter-fractal angle is an elegant new measure of DFA that is more sensitive to perturbations such as changes in body posture and breathing regime than α1/α2.
C3 - 2022 12th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO)
T1 - Sensitivity Estimations in Favor of Using Inter-fractal Angle in Detrended Fluctuation Analysis
SP - 1
EP - 2
DO - 10.1109/ESGCO55423.2022.9931387
ER -
@conference{
author = "Matić, Zoran and Kalauzi, Aleksandar and Platiša, Mirjana M. and Bojić, Tijana",
year = "2022",
abstract = "It has become common in research with detrended fluctuation analysis (DFA) to use slopes of regression lines (α1 and α2) and their ratio as measures of fractal properties of dynamical processes such as physiological rhythm fluctuations. In this study, instead of the ratio (α1/α2) in DFA of ECG RR intervals and respiratory signals, we propose the use of a new measure: the inter-fractal angle (θ) - angle that DFA regression lines form between each other. Methods. Angle θ was obtained by means of graphical-analytical calculation. Using one way-Anova test, sensitivity of θ on the influence of slow breathing and orthostasis was compared in respect to ratio α1/α2. Results. Comparisons revealed that changes of (θ) were statistically more significant than changes of αl/α2. Conclusion. Inter-fractal angle is an elegant new measure of DFA that is more sensitive to perturbations such as changes in body posture and breathing regime than α1/α2.",
journal = "2022 12th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO)",
title = "Sensitivity Estimations in Favor of Using Inter-fractal Angle in Detrended Fluctuation Analysis",
pages = "1-2",
doi = "10.1109/ESGCO55423.2022.9931387"
}
Matić, Z., Kalauzi, A., Platiša, M. M.,& Bojić, T.. (2022). Sensitivity Estimations in Favor of Using Inter-fractal Angle in Detrended Fluctuation Analysis. in 2022 12th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO), 1-2.
https://doi.org/10.1109/ESGCO55423.2022.9931387
Matić Z, Kalauzi A, Platiša MM, Bojić T. Sensitivity Estimations in Favor of Using Inter-fractal Angle in Detrended Fluctuation Analysis. in 2022 12th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO). 2022;:1-2.
doi:10.1109/ESGCO55423.2022.9931387 .
Matić, Zoran, Kalauzi, Aleksandar, Platiša, Mirjana M., Bojić, Tijana, "Sensitivity Estimations in Favor of Using Inter-fractal Angle in Detrended Fluctuation Analysis" in 2022 12th Conference of the European Study Group on Cardiovascular Oscillations (ESGCO) (2022):1-2,
https://doi.org/10.1109/ESGCO55423.2022.9931387 . .
