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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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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. |
format | Online Article Text |
id | pubmed-7723866 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
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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