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Beyond 1/f: Multifractality in Human Heartbeat Dynamics

机译:超过1 / f:人类心跳动力学中的多重分形

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Recent evidence suggests that physiological signals under healthy conditions may have a fractal temporal structure. We investigate the possibility that time series generated by certain physiological control systems may be members of a special class of complex processes, termed multifractal, which require a large number of exponents to characterize their scaling properties. We report on evidence for multi-fractality in a biological dynamical system ― the healthy human heartbeat. Further, we show that the multifractal character and nonlinear properties of the healthy heart rate are encoded in the Fourier phases. We uncover a loss of multifractality for a life-threatening condition, congestive heart failure.
机译:最近的证据表明,在健康条件下的生理信号可能具有分形的时间结构。我们调查了由某些生理控制系统生成的时间序列可能是一类特殊的复杂过程(称为多重分形)的成员的可能性,该过程需要大量指数来表征其缩放特性。我们报告了在生物动力系统(健康的人类心跳)中多重分形的证据。此外,我们表明健康心率的多重分形特征和非线性特性在傅立叶相位中编码。我们发现,危及生命的条件(充血性心力衰竭)的多重性丧失。

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