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Complexity-Based Decoding of the Coupling Among Heart Rate Variability (HRV) and Walking Path

Walking is an everyday activity in our daily life. Because walking affects heart rate variability, in this research, for the first time, we analyzed the coupling among the alterations of the complexity of walking paths and heart rate. We benefited from the fractal theory and sample entropy to evalua...

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Autores principales: Mujib Kamal, Shahul, Babini, Mohammad Hossein, Krejcar, Ondrej, Namazi, Hamidreza
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7723866/
https://www.ncbi.nlm.nih.gov/pubmed/33324242
http://dx.doi.org/10.3389/fphys.2020.602027
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author Mujib Kamal, Shahul
Babini, Mohammad Hossein
Krejcar, Ondrej
Namazi, Hamidreza
author_facet Mujib Kamal, Shahul
Babini, Mohammad Hossein
Krejcar, Ondrej
Namazi, Hamidreza
author_sort Mujib Kamal, Shahul
collection PubMed
description Walking is an everyday activity in our daily life. Because walking affects heart rate variability, in this research, for the first time, we analyzed the coupling among the alterations of the complexity of walking paths and heart rate. We benefited from the fractal theory and sample entropy to evaluate the influence of the complexity of paths on the complexity of heart rate variability (HRV) during walking. We calculated the fractal exponent and sample entropy of the R-R time series for nine participants who walked on four paths with various complexities. The findings showed a strong coupling among the alterations of fractal dimension (an indicator of complexity) of HRV and the walking paths. Besides, the result of the analysis of sample entropy also verified the obtained results from the fractal analysis. In further studies, we can analyze the coupling among the alterations of the complexities of other physiological signals and walking paths.
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spelling pubmed-77238662020-12-14 Complexity-Based Decoding of the Coupling Among Heart Rate Variability (HRV) and Walking Path Mujib Kamal, Shahul Babini, Mohammad Hossein Krejcar, Ondrej Namazi, Hamidreza Front Physiol Physiology Walking is an everyday activity in our daily life. Because walking affects heart rate variability, in this research, for the first time, we analyzed the coupling among the alterations of the complexity of walking paths and heart rate. We benefited from the fractal theory and sample entropy to evaluate the influence of the complexity of paths on the complexity of heart rate variability (HRV) during walking. We calculated the fractal exponent and sample entropy of the R-R time series for nine participants who walked on four paths with various complexities. The findings showed a strong coupling among the alterations of fractal dimension (an indicator of complexity) of HRV and the walking paths. Besides, the result of the analysis of sample entropy also verified the obtained results from the fractal analysis. In further studies, we can analyze the coupling among the alterations of the complexities of other physiological signals and walking paths. Frontiers Media S.A. 2020-11-25 /pmc/articles/PMC7723866/ /pubmed/33324242 http://dx.doi.org/10.3389/fphys.2020.602027 Text en Copyright © 2020 Mujib Kamal, Babini, Krejcar and Namazi. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Physiology
Mujib Kamal, Shahul
Babini, Mohammad Hossein
Krejcar, Ondrej
Namazi, Hamidreza
Complexity-Based Decoding of the Coupling Among Heart Rate Variability (HRV) and Walking Path
title Complexity-Based Decoding of the Coupling Among Heart Rate Variability (HRV) and Walking Path
title_full Complexity-Based Decoding of the Coupling Among Heart Rate Variability (HRV) and Walking Path
title_fullStr Complexity-Based Decoding of the Coupling Among Heart Rate Variability (HRV) and Walking Path
title_full_unstemmed Complexity-Based Decoding of the Coupling Among Heart Rate Variability (HRV) and Walking Path
title_short Complexity-Based Decoding of the Coupling Among Heart Rate Variability (HRV) and Walking Path
title_sort complexity-based decoding of the coupling among heart rate variability (hrv) and walking path
topic Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7723866/
https://www.ncbi.nlm.nih.gov/pubmed/33324242
http://dx.doi.org/10.3389/fphys.2020.602027
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