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
Link To Document :
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