Decomposition of heartbeat time series: Scaling analysis of the sign sequence

被引:30
|
作者
Ashkenazy, Y [1 ]
Ivanov, PC [1 ]
Havlin, S [1 ]
Peng, CK [1 ]
Yamamoto, Y [1 ]
Goldberger, AL [1 ]
Stanley, HE [1 ]
机构
[1] Boston Univ, Ctr Polymer Studies, Boston, MA 02215 USA
来源
关键词
D O I
10.1109/CIC.2000.898475
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
The cardiac interbeat (RR) increment time series can be decomposed into two sub-sequences: a magnitude series and a sign series. We show that the sign sequence, a simple binary representation of the original RR series, retains fundamental scaling properties of the original series, is robust with respect to outliers, and may provide useful information about neuroautonomic control mechanisms.
引用
收藏
页码:139 / 142
页数:4
相关论文
共 50 条
  • [1] Fractal scaling properties in nonstationary heartbeat time series
    Peng, CK
    Havlin, S
    Stanley, HE
    Goldberger, AL
    [J]. CHAOTIC, FRACTAL, AND NONLINEAR SIGNAL PROCESSING, 1996, 375 : 615 - 627
  • [2] Scaling behaviour of heartbeat intervals obtained by wavelet-based time-series analysis
    Ivanov, PC
    Rosenblum, MG
    Peng, CK
    Mietus, J
    Havlin, S
    Stanley, HE
    Goldberger, AL
    [J]. NATURE, 1996, 383 (6598) : 323 - 327
  • [3] Scaling analysis of time series using empirical mode decomposition and Hilbert spectral analysis
    Huang, Yongxiang
    Schmitt, Francois G.
    Lu, Zhiming
    Liu, Yulu
    [J]. TRAITEMENT DU SIGNAL, 2008, 25 (06) : 481 - 492
  • [4] 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
  • [5] Multifractal analysis of heartbeat time series in human races
    Wesfreid, E
    Billat, VL
    Meyer, Y
    [J]. APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2005, 18 (03) : 329 - 335
  • [6] Analysis of extrema of heartbeat time series in exercise test
    Cammarota, Camillo
    Curione, Mario
    [J]. MATHEMATICAL MEDICINE AND BIOLOGY-A JOURNAL OF THE IMA, 2008, 25 (01): : 87 - 97
  • [7] Intrinsic Mode Analysis of Human Heartbeat Time Series
    Jia-Rong Yeh
    Wei-Zen Sun
    Jiann-Shing Shieh
    Norden E. Huang
    [J]. Annals of Biomedical Engineering, 2010, 38 : 1337 - 1344
  • [8] Intrinsic Mode Analysis of Human Heartbeat Time Series
    Yeh, Jia-Rong
    Sun, Wei-Zen
    Shieh, Jiann-Shing
    Huang, Norden E.
    [J]. ANNALS OF BIOMEDICAL ENGINEERING, 2010, 38 (04) : 1337 - 1344
  • [9] Multifractal analysis of aging and complexity in heartbeat time series
    Muñoz, A
    Almanza, VH
    del Río, JL
    [J]. MEDICAL PHYSICS, 2004, 724 : 186 - 191
  • [10] Scaling analysis of hyperchaotic time series
    Murguia, J. S.
    [J]. INTERNATIONAL JOURNAL OF MODERN PHYSICS C, 2017, 28 (07):