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
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 50 条
  • [1] Evaluation of Wellness in Sleep by Detrended Fluctuation Analysis of the Heartbeats
    Yazawa, Toru
    Asai, Ikuo
    Shimoda, Yukio
    Katsuyama, Tomoo
    [J]. WORLD CONGRESS ON ENGINEERING AND COMPUTER SCIENCE, VOLS 1 AND 2, 2010, : 921 - +
  • [2] Detrended fluctuation analysis of heartbeat interval signal: Alternans lowers the scaling exponent of heartbeat fluctuation dynamics in animal models and humans
    Yazawa, Toru
    Tanaka, Katsunori
    Katsuyama, Tomoo
    [J]. BMEI 2008: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON BIOMEDICAL ENGINEERING AND INFORMATICS, VOL 2, 2008, : 409 - +
  • [3] Detrended fluctuation analysis during sleep onset period
    Shin, C.
    Park, D.
    [J]. EUROPEAN NEUROPSYCHOPHARMACOLOGY, 2010, 20 : S230 - S230
  • [4] The Detrended Fluctuation Analysis of Heartbeat Intervals in Time Series During Stress Tests
    Salcedo-Martinez, Amparo
    Gabriela Perez-Lopez, Nancy
    Alberto Zamora-Justo, Jose
    Galvez-Coyt, Gonzalo
    Munoz-Diosdado, Alejandro
    [J]. XV MEXICAN SYMPOSIUM ON MEDICAL PHYSICS, 2019, 2090
  • [5] EVALUATION OF WELLNESS BY DETRENDED FLUCTUATION ANALYSIS OF HEARTBEATS
    Yazawa, Toru
    Shimoda, Yukio
    Katsuyama, Tomoo
    [J]. PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION 2010, VOL 2, 2012, : 85 - +
  • [6] Automated Sleep Staging Using Detrended Fluctuation Analysis of Sleep EEG
    Farag, Amr F.
    El-Metwally, Shereen M.
    Morsy, Ahmed Ahdel Aal
    [J]. SOFT COMPUTING APPLICATIONS, 2013, 195 : 501 - 510
  • [7] DETERMINATION OF THE SLEEP ONSET PERIOD VIA DETRENDED FLUCTUATION ANALYSIS
    Shin, H.
    Kim, J.
    [J]. SLEEP, 2009, 32 : A380 - A380
  • [8] Detrended fluctuation analysis in the presurgical evaluation of epilepsy patients
    Auno, S.
    Nevalainen, P.
    Vanhanen, J.
    Wilenius, J.
    Peltola, M.
    Palva, J. M.
    Lauronen, L.
    [J]. EPILEPSIA, 2023, 64 : 247 - 247
  • [9] Multifractal Detrended Fluctuation Analysis of Congestive Heart Failure Disease Based on Constructed Heartbeat Sequence
    Li, Shan
    [J]. IEEE ACCESS, 2020, 8 : 205244 - 205249
  • [10] Comparison of detrended fluctuation analysis and spectral analysis for heart rate variability in sleep and sleep apnea
    Penzel, T
    Kantelhardt, JW
    Grote, L
    Peter, JH
    Bunde, A
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2003, 50 (10) : 1143 - 1151