Modeling cardiorespiratory interaction during human sleep with complex networks

被引：25

作者：

Long, Xi ^{[1
,2
]}

Fonseca, Pedro ^{[1
,2
]}

Aarts, Ronald M. ^{[1
,2
]}

Haakma, Reinder ^{[2
]}

Foussier, Jerome ^{[3
]}

机构：

[1] Eindhoven Univ Technol, Dept Elect Engn, NL-5612 AZ Eindhoven, Netherlands

[2] Philips Res, NL-5656 AE Eindhoven, Netherlands

[3] Rhein Westfal TH Aachen Univ, Helmholtz Inst Biomed Engn, D-52074 Aachen, Germany

来源：

APPLIED PHYSICS LETTERS | 2014年 / 105卷 / 20期

关键词：

HEART-RATE; TIME;

D O I：

10.1063/1.4902026

中图分类号：

O59 [应用物理学];

学科分类号：

摘要：

Human sleep comprises several stages including wake, rapid-eye-movement sleep, light sleep, and deep sleep. Cardiorespiratory activity has been shown to correlate with sleep stages due to the regulation of autonomic nervous system. Here, the cardiorespiratory interaction (CRI) during sleep is analyzed using a visibility graph (VG) method that represents the CRI time series in complex networks. We demonstrate that the dynamics of the interaction between heartbeats and respiration can be revealed by VG-based networks, whereby sleep stages can be characterized and differentiated. (C) 2014 AIP Publishing LLC.

引用

页数：4

共 38 条

[1] Visibility graph similarity: A new measure of generalized synchronization in coupled dynamic systems
Ahmadlou, Mehran
Adeli, Hojjat
[J]. PHYSICA D-NONLINEAR PHENOMENA, 2012, 241 (04) : 326 - 332
[2] POWER SPECTRUM ANALYSIS OF HEART-RATE FLUCTUATION - A QUANTITATIVE PROBE OF BEAT-TO-BEAT CARDIOVASCULAR CONTROL
AKSELROD, S
GORDON, D
UBEL, FA
SHANNON, DC
BARGER, AC
COHEN, RJ
[J]. SCIENCE, 1981, 213 (4504) : 220 - 222
[3] Statistical mechanics of complex networks
Albert, R
Barabási, AL
[J]. REVIEWS OF MODERN PHYSICS, 2002, 74 (01) : 47 - 97
[4] [Anonymous], 2011, Principles and practice of sleep medicine
[5] Experimental evidence for phase synchronization transitions in the human cardiorespiratory system
Bartsch, Ronny
Kantelhardt, Jan W.
Penzel, Thomas
Havlin, Shlomo
[J]. PHYSICAL REVIEW LETTERS, 2007, 98 (05)
[6] Phase transitions in physiologic coupling
Bartsch, Ronny P.
Schumann, Aicko Y.
Kantelhardt, Jan W.
Penzel, Thomas
Ivanov, Plamen Ch
[J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2012, 109 (26) : 10181 - 10186
[7] Correlated and uncorrelated regions in heart-rate fluctuations during sleep
Bunde, A
Havlin, S
Kantelhardt, JW
Penzel, T
Peter, JH
Voigt, K
[J]. PHYSICAL REVIEW LETTERS, 2000, 85 (17) : 3736 - 3739
[8] Camm AJ, 1996, CIRCULATION, V93, P1043
[9] Enhancing neural-network performance via assortativity
de Franciscis, Sebastiano
Johnson, Samuel
Torres, Joaquin J.
[J]. PHYSICAL REVIEW E, 2011, 83 (03):
[10] Recurrence networks-a novel paradigm for nonlinear time series analysis
Donner, Reik V.
Zou, Yong
Donges, Jonathan F.
Marwan, Norbert
Kurths, Juergen
[J]. NEW JOURNAL OF PHYSICS, 2010, 12

← 1 2 3 4 →