ASYMMETRIC DETRENDED FLUCTUATION ANALYSIS REVEALS ASYMMETRY IN THE RR INTERVALS TIME SERIES

被引:5
作者
Mieszkowski, Dawid [1 ]
Kosmider, Marcin [1 ]
Krauze, Tomasz [2 ]
Guzik, Przemyslaw [2 ]
Piskorski, Jaroslaw [1 ]
机构
[1] Univ Zielona Gora, Inst Phys, Zielona Gora, Poland
[2] Univ Med Sci, Dept Cardiol Intens Therapy, Poznan, Poland
关键词
scaling exponents; random walk; detrended fluctuation analysis; heart rate variability; heart rate asymmetry;
D O I
10.17512/jamcm.2016.1.10
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In this paper we apply the Asymmetric Detrended Fluctuation Analysis to the RR intervals time series. The mathematical background of the ADFA method is discussed in the context of heart rate variability and heart rate asymmetry. We calculate the alpha(+) and alpha(-) ADFA scaling exponents for 100 RR intervals time series recorded in a group of healthy volunteers (20-40 years of age) with the use of the local ADFA. It is found that on average alpha(+) < alpha(-), and that locally alpha(-) dominates most of the time over alpha(+)-both results are highly statistically significant.
引用
收藏
页码:99 / 106
页数:8
相关论文
共 10 条
[1]   A DFA approach for assessing asymmetric correlations [J].
Alvarez-Ramirez, Jose ;
Rodriguez, Eduardo ;
Echeverria, Juan Carlos .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2009, 388 (12) :2263-2270
[2]   PhysioBank, PhysioToolkit, and PhysioNet - Components of a new research resource for complex physiologic signals [J].
Goldberger, AL ;
Amaral, LAN ;
Glass, L ;
Hausdorff, JM ;
Ivanov, PC ;
Mark, RG ;
Mietus, JE ;
Moody, GB ;
Peng, CK ;
Stanley, HE .
CIRCULATION, 2000, 101 (23) :E215-E220
[3]   Heart rate deceleration runs for postinfarction risk prediction [J].
Guzik, Przemyslaw ;
Piskorski, Jaroslaw ;
Barthel, Petra ;
Bauer, Axel ;
Mueller, Alexander ;
Junk, Nadine ;
Ulm, Kurt ;
Malik, Marek ;
Schmidt, Georg .
JOURNAL OF ELECTROCARDIOLOGY, 2012, 45 (01) :70-76
[4]   MOSAIC ORGANIZATION OF DNA NUCLEOTIDES [J].
PENG, CK ;
BULDYREV, SV ;
HAVLIN, S ;
SIMONS, M ;
STANLEY, HE ;
GOLDBERGER, AL .
PHYSICAL REVIEW E, 1994, 49 (02) :1685-1689
[5]   QUANTIFICATION OF SCALING EXPONENTS AND CROSSOVER PHENOMENA IN NONSTATIONARY HEARTBEAT TIME-SERIES [J].
PENG, CK ;
HAVLIN, S ;
STANLEY, HE ;
GOLDBERGER, AL .
CHAOS, 1995, 5 (01) :82-87
[6]   Geometry of the Poincare plot of RR intervals and its asymmetry in healthy adults [J].
Piskorski, J. ;
Guzik, P. .
PHYSIOLOGICAL MEASUREMENT, 2007, 28 (03) :287-300
[7]   The structure of heart rate asymmetry: deceleration and acceleration runs [J].
Piskorski, J. ;
Guzik, P. .
PHYSIOLOGICAL MEASUREMENT, 2011, 32 (08) :1011-1023
[8]   Detecting switching points using asymmetric detrended fluctuation analysis [J].
Rivera-Castro, Miguel A. ;
Miranda, Jose G. V. ;
Cajueiro, Daniel O. ;
Andrade, Roberto F. S. .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2012, 391 (1-2) :170-179
[9]   Advances in heart rate variability signal analysis: joint position statement by the e-Cardiology ESC Working Group and the European Heart Rhythm Association co-endorsed by the Asia Pacific Heart Rhythm Society [J].
Sassi, Roberto ;
Cerutti, Sergio ;
Lombardi, Federico ;
Malik, Marek ;
Huikuri, Heikki V. ;
Peng, Chung-Kang ;
Schmidt, Georg ;
Yamamoto, Yoshiharu .
EUROPACE, 2015, 17 (09) :1341-1353
[10]  
Sethna J., 2006, STAT MECH ENTROPY OR