Analysis of nonlinear and linear behaviors of heart rate for running exercise

More, FJ; Weng, K; Mclean, P; Su, S

Analysis of nonlinear and linear behaviors of heart rate for running exercise

More, FJ Weng, K Mclean, P

Su, S

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Publication Type:: Conference Proceeding
Citation:: 2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009, 2009, pp. 3920 - 3925
Issue Date:: 2009-09-28

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Field	Value	Language
dc.contributor.author	More, FJ	en_US
dc.contributor.author	Weng, K	en_US
dc.contributor.author	Mclean, P https://orcid.org/0000-0002-7731-4927	en_US
dc.contributor.author	Su, S https://orcid.org/0000-0002-5720-8852	en_US
dc.date.issued	2009-09-28	en_US
dc.identifier.citation	2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009, 2009, pp. 3920 - 3925	en_US
dc.identifier.isbn	9781424428007	en_US
dc.identifier.uri	http://hdl.handle.net/10453/11067
dc.description.abstract	This study investigates the nonlinear/linear behaviors of human heart rate response to treadmill exercise, for young and healthy subjects. The heart rate of the subject is measured, starting at a speed of 7 km/h, and increasing until the maximum heart rate for the subject is reached. The obtained nonlinear model is complicated and is not robust. Furthermore, sustained exercise at maximum heart rate is not always safe. For these reasons, this is not a suitable method for running exercise. Instead, we develop simple linear models for the same speed range, which is suitable for treadmill running exercise. We also propose a new model, called 'H model', to predict the percentage of heart rate reserve during running exercise. It has been proven that the presented model can predict the percentage change of heart rate for running exercise in the identified linear response range. © 2009 IEEE.	en_US
dc.relation.ispartof	2009 4th IEEE Conference on Industrial Electronics and Applications, ICIEA 2009	en_US
dc.relation.isbasedon	10.1109/ICIEA.2009.5138942	en_US
dc.title	Analysis of nonlinear and linear behaviors of heart rate for running exercise	en_US
dc.type	Conference Proceeding
utslib.for	090603 Industrial Electronics	en_US
dc.location.activity	Xi'an, China	en_US
pubs.embargo.period	Not known	en_US
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Biomedical Engineering
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology/School of Electrical and Data Engineering
pubs.organisational-group	/University of Technology Sydney/Strength - CHT - Health Technologies
pubs.organisational-group	/University of Technology Sydney/Students
utslib.copyright.status	open_access
pubs.publication-status	Published	en_US

Abstract:

This study investigates the nonlinear/linear behaviors of human heart rate response to treadmill exercise, for young and healthy subjects. The heart rate of the subject is measured, starting at a speed of 7 km/h, and increasing until the maximum heart rate for the subject is reached. The obtained nonlinear model is complicated and is not robust. Furthermore, sustained exercise at maximum heart rate is not always safe. For these reasons, this is not a suitable method for running exercise. Instead, we develop simple linear models for the same speed range, which is suitable for treadmill running exercise. We also propose a new model, called 'H model', to predict the percentage of heart rate reserve during running exercise. It has been proven that the presented model can predict the percentage change of heart rate for running exercise in the identified linear response range. © 2009 IEEE.

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http://hdl.handle.net/10453/11067