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Coupled and Synchronization Models of Rhythmic Arm Movement in Planar Plane

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 pla...

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Autores principales: Machmudah, Affiani, Dutykh, Denys, Parman, Setyamartana
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9405407/
https://www.ncbi.nlm.nih.gov/pubmed/36004910
http://dx.doi.org/10.3390/bioengineering9080385
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author Machmudah, Affiani
Dutykh, Denys
Parman, Setyamartana
author_facet Machmudah, Affiani
Dutykh, Denys
Parman, Setyamartana
author_sort Machmudah, Affiani
collection PubMed
description 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.
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spelling pubmed-94054072022-08-26 Coupled and Synchronization Models of Rhythmic Arm Movement in Planar Plane Machmudah, Affiani Dutykh, Denys Parman, Setyamartana Bioengineering (Basel) Article 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. MDPI 2022-08-12 /pmc/articles/PMC9405407/ /pubmed/36004910 http://dx.doi.org/10.3390/bioengineering9080385 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Machmudah, Affiani
Dutykh, Denys
Parman, Setyamartana
Coupled and Synchronization Models of Rhythmic Arm Movement in Planar Plane
title Coupled and Synchronization Models of Rhythmic Arm Movement in Planar Plane
title_full Coupled and Synchronization Models of Rhythmic Arm Movement in Planar Plane
title_fullStr Coupled and Synchronization Models of Rhythmic Arm Movement in Planar Plane
title_full_unstemmed Coupled and Synchronization Models of Rhythmic Arm Movement in Planar Plane
title_short Coupled and Synchronization Models of Rhythmic Arm Movement in Planar Plane
title_sort coupled and synchronization models of rhythmic arm movement in planar plane
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9405407/
https://www.ncbi.nlm.nih.gov/pubmed/36004910
http://dx.doi.org/10.3390/bioengineering9080385
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