Division of Medical Engineering Research, National Health Research Institutes, Miaoli County 350, Taiwan.
Chaos. 2013 Sep;23(3):033126. doi: 10.1063/1.4818675.
Chaotic systems have complex reactions against an external driving force; even in cases with low-dimension oscillators, the routes to synchronization are diverse. We proposed a stroboscope-based method for analyzing driven chaotic systems in their phase space. According to two statistic quantities generated from time series, we could realize the system state and the driving behavior simultaneously. We demonstrated our method in a driven bi-stable system, which showed complex period windows under a proper driving force. With increasing periodic driving force, a route from interior periodic oscillation to phase synchronization through the chaos state could be found. Periodic windows could also be identified and the circumstances under which they occurred distinguished. Statistical results were supported by conditional Lyapunov exponent analysis to show the power in analyzing the unknown time series.
混沌系统对外界驱动力具有复杂的反应;即使在低维振荡器的情况下,同步的途径也是多种多样的。我们提出了一种基于频闪仪的方法来分析受迫混沌系统在其相空间中的状态。根据从时间序列中生成的两个统计量,我们可以同时实现系统状态和驱动行为。我们在一个受迫双稳系统中验证了我们的方法,该系统在适当的驱动力下表现出复杂的周期窗口。随着周期性驱动力的增加,可以找到从内部周期性振荡到通过混沌状态的相位同步的途径。也可以识别出周期性窗口,并区分它们发生的情况。统计结果得到条件李雅普诺夫指数分析的支持,以显示分析未知时间序列的能力。