Scaling analysis of heart beat fluctuations data and its relationship with cyclic alternating pattern data during sleep

被引：4

作者：

De Leon-Lomeli, R. ^{[1
]}

Murguia, J. S. ^{[2
]}

Chouvarda, I. ^{[3
]}

Mendez, M. O. ^{[2
]}

Gonzalez-Galvan, E. ^{[1
]}

Alba, A. ^{[2
]}

机构：

[1] UASLP, Fac Ingn, Alvaro Obregon 64, San Luis Potosi 78000, Slp, Mexico

[2] UASLP, Fac Ciencias, Alvaro Obregon 64, San Luis Potosi 78000, Slp, Mexico

[3] Aristotle Univ Thessaloniki, Lab Med Informat, GR-54006 Thessaloniki, Greece

来源：

INTERNATIONAL JOURNAL OF MODERN PHYSICS C | 2016年 / 27卷 / 07期

关键词：

Detrended fluctuation analysis; heart beat fluctuations; cycling alternating pattern; scaling laws; RATE-VARIABILITY; INSOMNIA; DYNAMICS; APNEA; CAP;

D O I：

10.1142/S0129183116500716

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

During sleep there exists a nonlinear dynamic phenomenon, which is called cyclic alternating pattern. This phenomenon is generated in the brain and is composed of a series of events of short duration known as A-phases. It has been shown that A-phases can be found in other physiological systems such as the cardiovascular. However, there is no evidence that shows the temporal influence of the A-phases with the cardiovascular system. For this purpose, we consider the scaling method known as detrended fluctuation analysis (DFA). The analysis was carried out in well sleepers and insomnia people, and the numerical results show an increment in the scaling parameter for the insomnia subjects compared with the normal ones. In addition, the results of the heart dynamics suggests a persistent behavior toward the 1/f-noise.

引用

页数：12

共 20 条

[1]

Chouvarda I, 2013, IEEE ENG MED BIO, P6167, DOI 10.1109/EMBC.2013.6610961

[2]

DELEONLOMELI R, 2014, 36 ANN INT C IEEE EN, P2249

[3] Sleep Misperception and Chronic Insomnia in the General Population: Role of Objective Sleep Duration and Psychological Profiles [J].

Fernandez-Mendoza, Julio ;

Calhoun, Susan L. ;

Bixler, Edward O. ;

Karataraki, Maria ;

Liao, Duanping ;

Vela-Bueno, Antonio ;

Jose Ramos-Platon, Maria ;

Sauder, Katherine A. ;

Basta, Maria ;

Vgontzas, Alexandros N. .

PSYCHOSOMATIC MEDICINE, 2011, 73 (01) :88-97

[4] Dynamics of the EEG slow-wave synchronization during sleep [J].

Ferri, R ;

Rundo, F ;

Bruni, O ;

Terzano, MG ;

Stam, CJ .

CLINICAL NEUROPHYSIOLOGY, 2005, 116 (12) :2783-2795

[5] Sleep-wake differences in scaling behavior of the human heartbeat: Analysis of terrestrial and long-term space flight data [J].

Ivanov, PC ;

Bunde, A ;

Amaral, LAN ;

Havlin, S ;

Fritsch-Yelle, J ;

Baevsky, RM ;

Stanley, HE ;

Goldberger, AL .

EUROPHYSICS LETTERS, 1999, 48 (05) :594-600

[6]

Kantelhardt J. W., 2009, ENCY COMPLEXITY SYST

[7] Multifractal detrended fluctuation analysis of nonstationary time series [J].

Kantelhardt, JW ;

Zschiegner, SA ;

Koscielny-Bunde, E ;

Havlin, S ;

Bunde, A ;

Stanley, HE .

PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2002, 316 (1-4) :87-114

[8]

Kantelhardt JW, 2002, PHYS REV E, V65, DOI 10.1103/PhysRevE.65.051908

[9] Association between Heart Rate Variability, Blood Pressure and Autonomic Activity in Cyclic Alternating Pattern during Sleep [J].

Kondo, Hideaki ;

Ozone, Motohiro ;

Ohki, Noboru ;

Sagawa, Yohei ;

Yamamichi, Keiichirou ;

Fukuju, Mitsuki ;

Yoshida, Takeshi ;

Nishi, Chikako ;

Kawasaki, Akiko ;

Mori, Kaori ;

Kanbayashi, Takashi ;

Izumi, Motomori ;

Hishikawa, Yasuo ;

Nishino, Seiji ;

Shimizu, Tetsuo .

SLEEP, 2014, 37 (01) :187-194

[10] EEG segmentation for improving automatic CAP detection [J].

Mariani, Sara ;

Grassi, Andrea ;

Mendez, Martin O. ;

Milioli, Giulia ;

Parrino, Liborio ;

Terzano, Mario G. ;

Bianchi, Anna M. .

CLINICAL NEUROPHYSIOLOGY, 2013, 124 (09) :1815-1823

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