Bahraminasab A, Ghasemi F, Stefanovska A, McClintock P V E, Kantz H
Department of Physics, Lancaster University, Lancaster, LA1 4YB, United Kingdom.
Phys Rev Lett. 2008 Feb 29;100(8):084101. doi: 10.1103/PhysRevLett.100.084101. Epub 2008 Feb 26.
We introduce a directionality index for a time series based on a comparison of neighboring values. It can distinguish unidirectional from bidirectional coupling, as well as reveal and quantify asymmetry in bidirectional coupling. It is tested on a numerical model of coupled van der Pol oscillators, and applied to cardiorespiratory data from healthy subjects. There is no need for preprocessing and fine-tuning the parameters, which makes the method very simple, computationally fast and robust.
我们基于相邻值的比较为时间序列引入了一个方向性指数。它可以区分单向耦合和双向耦合,还能揭示并量化双向耦合中的不对称性。该指数在耦合范德波尔振荡器的数值模型上进行了测试,并应用于健康受试者的心肺数据。该方法无需进行预处理和参数微调,这使得它非常简单、计算速度快且稳健。