Multifractal Detrended Cross-Correlation Analysis of BVP model time series

被引:28
|
作者
Xue, Chongfeng [1 ]
Shang, Pengjian [1 ]
Jing, Wang [1 ]
机构
[1] Beijing Jiaotong Univ, Sch Sci, Beijing 100044, Peoples R China
关键词
Autocorrelation; Cross-correlation; Multifractal Detrended Cross-Correlation Analysis (MF-DCCA); Bonhoeffer-van der Pol (BVP) model; Multifractality; FLUCTUATION ANALYSIS; NETWORKS; OSCILLATIONS; HEARTBEAT;
D O I
10.1007/s11071-011-0262-5
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
The Bonhoeffer-van der Pol (BVP) oscillator has widely application in the modeling of biological processes, and it also has rich nonlinear behavior including different topological properties between the continuous-time BVP oscillator and the discrete one. Multifractal Detrended Cross-Correlation Analysis (MF-DCCA) has proved useful in describing the correlations and detecting the scaling exponent of time series. We investigate the autocorrelations and cross-correlations of the time series in BVP model by using the MF-DCCA method. Our results show that there exist long range autocorrelations and cross-correlations in the BVP model time series, and that multifractal features are significant in the analyzed BVP model.
引用
收藏
页码:263 / 273
页数:11
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