• DocumentCode
    169884
  • Title

    Heart rate dynamics assessed by different strategies of symbolization

  • Author

    Cysarz, Dirk ; Porta, Alberto ; Montano, Nora ; Kurths, J. ; Wessel, Niels ; Edelhauser, Friedrich ; Van Leeuwen, Peter

  • Author_Institution
    Integrated Curriculum for Anthroposophic Med., Univ. of Witten/Herdecke, Witten, Germany
  • fYear
    2014
  • fDate
    25-28 May 2014
  • Firstpage
    51
  • Lastpage
    52
  • Abstract
    The analysis of symbolic dynamics applied to the RR interval series is able to retrieve information about dynamical properties. Three different strategies of symbolic transformations were investigated: (1) symbolization based on the deviation from the average, (2) symbolization based on equidistant levels between the minimum and maximum, (3) binary symbolization of the first derivative. Each method was applied to the RR interval series and its difference of 17 healthy subjects obtained during head-up tilt testing. Dynamical properties were assessed by the occurrence of short sequences (`words´) of length 3. The occurrence of words was grouped according to variations of the symbols in each word (0, 1, and 2 variations). Linear regression analysis showed that the occurrence of these words reflects changes of heart rate dynamics during graded head-up tilt. Hence, very short symbolic sequences are able to track changes of the cardiac autonomic regulation.
  • Keywords
    cardiovascular system; regression analysis; RR interval series; binary symbolization; cardiac autonomic regulation; dynamical properties; graded head-up tilt; head-up tilt testing; heart rate dynamics; linear regression analysis; retrieve information; short symbolic sequences; symbolic dynamics; symbolic transformations; Educational institutions; Heart rate; Indexes; Linear regression; Modulation; Physics; Time series analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cardiovascular Oscillations (ESGCO), 2014 8th Conference of the European Study Group on
  • Conference_Location
    Trento
  • Type

    conf

  • DOI
    10.1109/ESGCO.2014.6847514
  • Filename
    6847514