具有混沌和间歇行为的跟踪跟踪中拉伸和折叠特性的一种新方法

F. Babazadeh, M. Ahmadi-pajouh, S. H. Golpayegani
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引用次数: 0

摘要

时间序列中拉伸和折叠(SAF)特征的检测仍然存在争议,并引起了人们的极大兴趣。此外,视觉-手动跟踪研究没有关注手部运动轨迹中的SAF。本研究旨在通过目标跟踪任务,找出SAF与手部运动混沌动力学不连续的相关性。具体来说,基于这种关系构造了一种新的方法,该方法可以在时域和相空间中准确地提取轨迹。因此,我们设计了跟踪监视器上显示的正弦和梯形目标运动的实验。在这些实验中,14名参与者被指示通过手腕屈伸运动来移动操纵杆手柄。结果证实了显著的人类运动控制行为的间歇性,导致手部运动轨迹的不连续性。SAF与这些不连续性之间的关系是通过跟踪动力学的混沌和间歇行为来实现的。还利用poincar剖面验证了该方法的准确性。我们的方法可以深入了解涉及人体运动控制机制的混沌和间歇性系统的动力学行为。它可以应用于具有间歇行为的一般系统和具有修改行为的其他系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Novel Approach to the Characterization of Stretching and Folding in Pursuit Tracking with Chaotic and Intermittent Behaviors
Detection of Stretching And Folding (SAF) traits in a time series is still controversial and of great interest. Also, visuo-manual tracking studies did not pay attention to SAF in hand motion trajectories. This research aims to find out the relevance of SAF to the discontinuities in chaotic dynamics of hand motion through target tracking tasks. Specifically, a new method is constructed based on this relation in which SAF can extract accurately trajectories in both time domain and phase space. Consequently, we designed experiments to track sinusoidal and trapezoidal target movements shown on a monitor. In these experiments, fourteen participants were instructed to move the joystick handle by wrist flexion-extension movements. Results confirm intermittency in significant human motor control behavior which results in discontinuities in hand motion trajectories. The relation between SAF and these discontinuities is realized by chaotic and intermittent behaviors of tracking dynamics. Verification of the method’s accuracy is also carried out by taking advantage of the Poincaré section. Our method can provide insight into the dynamical behaviors of chaotic and intermittent systems involving mechanisms in human motor control. It can be applied to general systems with intermittent behavior and other systems with modification.
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