Machmudah Affiani, Dutykh Denys, Parman Setyamartana
Faculty of Advanced Technology and Multidiscipline, Kampus C Jalan Mulyorejo, Universitas Airlangga, Surabaya 60115, Indonesia.
Research Center for Hydrodynamics Technology, National Research and Innovation Agency (BRIN), Jl. Hidro Dinamika, Keputih, Sukolilo, Surabaya 60112, Indonesia.
Bioengineering (Basel). 2022 Aug 12;9(8):385. doi: 10.3390/bioengineering9080385.
Nonlinear dynamics have become a new perspective on model human movement variability; however, it is still a debate whether chaotic behavior is indeed possible to present during a rhythmic movement. This paper reports on the nonlinear dynamical behavior of coupled and synchronization models of a planar rhythmic arm movement. Two coupling schemes between a planar arm and an extended Duffing-Van der Pol (DVP) oscillator are investigated. Chaos tools, namely phase space, Poincare section, Lyapunov Exponent (LE), and heuristic approach are applied to observe the dynamical behavior of orbit solutions. For the synchronization, an orientation angle is modeled as a single well DVP oscillator implementing a Proportional Derivative (PD)-scheme. The extended DVP oscillator is used as a drive system, while the orientation angle of the planar arm is a response system. The results show that the coupled system exhibits very rich dynamical behavior where a variety of solutions from periodic, quasi-periodic, to chaotic orbits exist. An advanced coupling scheme is necessary to yield the route to chaos. By modeling the orientation angle as the single well DVP oscillator, which can synchronize with other dynamical systems, the synchronization can be achieved through the PD-scheme approach.
非线性动力学已成为研究人体运动变异性模型的一个新视角;然而,在有节奏的运动中是否真的可能出现混沌行为仍存在争议。本文报道了平面有节奏手臂运动的耦合与同步模型的非线性动力学行为。研究了平面手臂与扩展的达芬 - 范德波尔(DVP)振荡器之间的两种耦合方案。应用混沌工具,即相空间、庞加莱截面、李雅普诺夫指数(LE)和启发式方法来观察轨道解的动力学行为。对于同步,将方位角建模为实现比例微分(PD)方案的单阱DVP振荡器。扩展的DVP振荡器用作驱动系统,而平面手臂的方位角为响应系统。结果表明,耦合系统表现出非常丰富的动力学行为,存在从周期、准周期到混沌轨道的各种解。需要一种先进的耦合方案来产生通向混沌的路径。通过将方位角建模为可以与其他动力系统同步的单阱DVP振荡器,可以通过PD方案方法实现同步。