EVALUATION OF SLEEP BY DETRENDED FLUCTUATION ANALYSIS OF THE HEARTBEAT

被引:0
作者
Yazawa, Toru [1 ]
Shimoda, Yukio [2 ]
Hutapea, Albert M. [3 ]
机构
[1] Tokyo Metropolitan Univ, Dept Biol Sci, Hachioji, Tokyo, Japan
[2] Tokyo Womens Univ, Inst Med, Tokyo, Japan
[3] Univ Advent Indonesia, Biol Sci Appl Technol Lab, Bandung, Indonesia
来源
IAENG TRANSACTIONS ON ENGINEERING TECHNOLOGIES, VOL 6 | 2011年 / 1373卷
关键词
DFA; Fluctuation analysis; Heartbeat; Sleep;
D O I
10.1063/1.3627205
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
There are already-established methods for investigating biological signals such as rhythmic heartbeats. We used detrended fluctuation analysis (DFA), originally developed by Peng et al. (1995) to check power-law characteristics, because the method can quantify the heart condition numerically. In this article, we studied the heartbeat of sleeping subjects. Our purpose was to test whether DFA is useful to evaluate the subject's wellness of both during being awake and sleeping. This is a challenge to measure sleep without complex/expensive machine, an electro encephalography (EEG). We conducted electrophysiological recording to measure heartbeats during sleep using electrocardiograph with three-leads, one ground electrode and two active electrodes attached to chest. For good recording, a stable baseline must be maintained even when subjects move their body. We needed a tool to ensure long-term steady recording. We thus invented a new electric-circuit designed to produce this desired result. This gadget allowed us to perform heartbeat recording without any drifting baseline. We then were able to detect 100 % of heartbeat peaks over the entire period of sleep. Here, we show a case study as empirical evidence that DFA is useful numerical method for quantifying sleep by using the scaling exponents.
引用
收藏
页数:12
相关论文
共 20 条
  • [1] Gehring WalterJ., 1998, MASTER CONTROL GENES
  • [2] Fractal dynamics in physiology: Alterations with disease and aging
    Goldberger, AL
    Amaral, LAN
    Hausdorff, JM
    Ivanov, PC
    Peng, CK
    Stanley, HE
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2002, 99 : 2466 - 2472
  • [3] REM sleep and dreaming: towards a theory of protoconsciousness
    Hobson, J. Allan
    [J]. NATURE REVIEWS NEUROSCIENCE, 2009, 10 (11) : 803 - U62
  • [4] KATSUYAMA T, 2003, B U HOUSEI TAMA, V18, P97
  • [5] Activation of cortical interneurons during sleep: an anatomical link to homeostatic sleep regulation?
    Kilduff, Thomas S.
    Cauli, Bruno
    Gerashchenko, Dmitry
    [J]. TRENDS IN NEUROSCIENCES, 2011, 34 (01) : 10 - 19
  • [6] 1/F FLUCTUATION OF HEARTBEAT PERIOD
    KOBAYASHI, M
    MUSHA, T
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1982, 29 (06) : 456 - 457
  • [7] Max D. T., 2010, NATL GEOG MAY
  • [8] QUANTIFICATION OF SCALING EXPONENTS AND CROSSOVER PHENOMENA IN NONSTATIONARY HEARTBEAT TIME-SERIES
    PENG, CK
    HAVLIN, S
    STANLEY, HE
    GOLDBERGER, AL
    [J]. CHAOS, 1995, 5 (01) : 82 - 87
  • [9] LONG-RANGE ANTICORRELATIONS AND NON-GAUSSIAN BEHAVIOR OF THE HEARTBEAT
    PENG, CK
    MIETUS, J
    HAUSDORFF, JM
    HAVLIN, S
    STANLEY, HE
    GOLDBERGER, AL
    [J]. PHYSICAL REVIEW LETTERS, 1993, 70 (09) : 1343 - 1346
  • [10] Activation of Tolloid-like 1 gene expression by the cardiac specific homeobox gene Nkx2-5
    Sabirzhanova, Inna
    Sabirzhanov, Boris
    Bjordahl, Joy
    Brandt, Jessica
    Jay, Patrick Y.
    Clark, Timothy G.
    [J]. DEVELOPMENT GROWTH & DIFFERENTIATION, 2009, 51 (04) : 403 - 410