COMPLEXITY AND INFORMATION-BASED ANALYSIS OF THE HEART RATE
VARIABILITY (HRV) WHILE SITTING, HAND BIKING, WALKING, AND
RUNNING

J 2021

COMPLEXITY AND INFORMATION-BASED ANALYSIS OF THE HEART RATE VARIABILITY (HRV) WHILE SITTING, HAND BIKING, WALKING, AND RUNNING

NAMAZI, Hamidreza

Základní údaje

Originální název

COMPLEXITY AND INFORMATION-BASED ANALYSIS OF THE HEART RATE VARIABILITY (HRV) WHILE SITTING, HAND BIKING, WALKING, AND RUNNING

Autoři

NAMAZI, Hamidreza (364 Írán, garant, domácí)

Vydání

FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY, Singapore, WORLD SCIENTIFIC PUBL CO PTE LTD, 2021, 0218-348X

Další údaje

Jazyk

angličtina

Typ výsledku

Článek v odborném periodiku

Obor

30306 Sport and fitness sciences

Stát vydavatele

Singapur

Utajení

není předmětem státního či obchodního tajemství

Odkazy

URL

Impakt faktor

Impact factor: 4.555

Kód RIV

RIV/00216224:14510/21:00121894

Organizační jednotka

Fakulta sportovních studií

DOI

http://dx.doi.org/10.1142/S0218348X21502017

UT WoS

000683456000012

Klíčová slova anglicky

Heart Rate Variability (HRV); Complexity; Information; Fractal Dimension; Sample Entropy; Shannon Entropy

Štítky

rivok

Příznaky

Mezinárodní význam, Recenzováno

Změněno: 5. 5. 2022 14:52, Mgr. Pavlína Roučová, DiS.

Anotace

V originále

Analysis of the variations of heart activity during different human activities is an important area of research in sport sciences. Therefore, in this paper, we evaluated the variations of heart activity for 23 subjects while sitting, hand biking, walking, and running. Since the obtained R-R time series (as the indicator of heart rate variability (HRV)) has a complex structure that contains information, we employed fractal dimension, sample entropy, and Shannon entropy for our analysis. According to the results, doing a harder activity causes a more significant alteration in the complexity and information content of HRV. The results of statistical analyses also verified the obtained results. Similar investigations can be conducted in case of other activities to evaluate the variations in heart activity in different conditions.

Citovat

NAMAZI, Hamidreza. COMPLEXITY AND INFORMATION-BASED ANALYSIS OF THE HEART RATE VARIABILITY (HRV) WHILE SITTING, HAND BIKING, WALKING, AND RUNNING. FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY. Singapore: WORLD SCIENTIFIC PUBL CO PTE LTD, 2021, roč. 29, č. 05, s. nestránkováno, 10 s. ISSN 0218-348X. Dostupné z: https://dx.doi.org/10.1142/S0218348X21502017.

@article{1781202,
   author = {Namazi, Hamidreza},
   article_location = {Singapore},
   article_number = {05},
   doi = {http://dx.doi.org/10.1142/S0218348X21502017},
   keywords = {Heart Rate Variability (HRV); Complexity; Information; Fractal Dimension; Sample Entropy; Shannon Entropy},
   language = {eng},
   issn = {0218-348X},
   journal = {FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY},
   title = {COMPLEXITY AND INFORMATION-BASED ANALYSIS OF THE HEART RATE VARIABILITY (HRV) WHILE SITTING, HAND BIKING, WALKING, AND RUNNING},
   url = {https://www.worldscientific.com/doi/epdf/10.1142/S0218348X21502017},
   volume = {29},
   year = {2021}
}

TY  - JOUR
ID  - 1781202
AU  - Namazi, Hamidreza
PY  - 2021
TI  - COMPLEXITY AND INFORMATION-BASED ANALYSIS OF THE HEART RATE VARIABILITY (HRV) WHILE SITTING, HAND BIKING, WALKING, AND RUNNING
JF  - FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY
VL  - 29
IS  - 05
SP  - nestránkováno
EP  - nestránkováno
PB  - WORLD SCIENTIFIC PUBL CO PTE LTD
SN  - 0218348X
KW  - Heart Rate Variability (HRV)
KW  - Complexity
KW  - Information
KW  - Fractal Dimension
KW  - Sample Entropy
KW  - Shannon Entropy
UR  - https://www.worldscientific.com/doi/epdf/10.1142/S0218348X21502017
N2  - Analysis of the variations of heart activity during different human activities is an important area of research in sport sciences. Therefore, in this paper, we evaluated the variations of heart activity for 23 subjects while sitting, hand biking, walking, and running. Since the obtained R-R time series (as the indicator of heart rate variability (HRV)) has a complex structure that contains information, we employed fractal dimension, sample entropy, and Shannon entropy for our analysis. According to the results, doing a harder activity causes a more significant alteration in the complexity and information content of HRV. The results of statistical analyses also verified the obtained results. Similar investigations can be conducted in case of other activities to evaluate the variations in heart activity in different conditions.
ER  -

NAMAZI, Hamidreza. COMPLEXITY AND INFORMATION-BASED ANALYSIS OF THE HEART RATE VARIABILITY (HRV) WHILE SITTING, HAND BIKING, WALKING, AND RUNNING. \textit{FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY}. Singapore: WORLD SCIENTIFIC PUBL CO PTE LTD, 2021, roč.~29, č.~05, s.~nestránkováno, 10 s. ISSN~0218-348X. Dostupné z: https://dx.doi.org/10.1142/S0218348X21502017.

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