Modeling of human Heart Rate response during walking, cycling and rowing

Baig, DEZ; Su, H; Cheng, TM; Savkin, AV; Su, SW; Celler, BG

Modeling of human Heart Rate response during walking, cycling and rowing

Baig, DEZ Su, H Cheng, TM Savkin, AV Su, SW

Celler, BG

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Publication Type:: Conference Proceeding
Citation:: 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10, 2010, pp. 2553 - 2556
Issue Date:: 2010-01-01

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Field	Value	Language
dc.contributor.author	Baig, DEZ	en_US
dc.contributor.author	Su, H	en_US
dc.contributor.author	Cheng, TM	en_US
dc.contributor.author	Savkin, AV	en_US
dc.contributor.author	Su, SW https://orcid.org/0000-0002-5720-8852	en_US
dc.contributor.author	Celler, BG	en_US
dc.date.issued	2010-01-01	en_US
dc.identifier.citation	2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10, 2010, pp. 2553 - 2556	en_US
dc.identifier.isbn	9781424441235	en_US
dc.identifier.uri	http://hdl.handle.net/10453/16541
dc.description.abstract	The aim of this paper is to study the human Heart Rate (HR) response during walking, cycling and rowing exercises using linear time varying (LTV) models. We used the frequency of exercise locomotion as the input to the model. This frequency characterizes the stride rate, cadence rate and strokes rate of the walking, cycling and rowing exercises respectively. The time varying parameters in the LTV models were estimated by the Kalman Filter (KF). The results in this study demonstrate that HR responses to these exercises exhibit some degree of time varying nature. © 2010 IEEE.	en_US
dc.relation.ispartof	2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10	en_US
dc.relation.isbasedon	10.1109/IEMBS.2010.5626865	en_US
dc.subject.mesh	Humans	en_US
dc.subject.mesh	Body Mass Index	en_US
dc.subject.mesh	Exercise	en_US
dc.subject.mesh	Walking	en_US
dc.subject.mesh	Models, Statistical	en_US
dc.subject.mesh	Linear Models	en_US
dc.subject.mesh	Reproducibility of Results	en_US
dc.subject.mesh	Heart Rate	en_US
dc.subject.mesh	Time Factors	en_US
dc.subject.mesh	Bicycling	en_US
dc.subject.mesh	Models, Anatomic	en_US
dc.subject.mesh	Adult	en_US
dc.subject.mesh	Male	en_US
dc.subject.mesh	Physical Exertion	en_US
dc.title	Modeling of human Heart Rate response during walking, cycling and rowing	en_US
dc.type	Conference Proceeding
utslib.for	1102 Cardiorespiratory Medicine and Haematology	en_US
dc.location.activity	Buenos Aires, Argentina	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/Strength - CHT - Health Technologies
utslib.copyright.status	closed_access
pubs.publication-status	Published	en_US

Abstract:

The aim of this paper is to study the human Heart Rate (HR) response during walking, cycling and rowing exercises using linear time varying (LTV) models. We used the frequency of exercise locomotion as the input to the model. This frequency characterizes the stride rate, cadence rate and strokes rate of the walking, cycling and rowing exercises respectively. The time varying parameters in the LTV models were estimated by the Kalman Filter (KF). The results in this study demonstrate that HR responses to these exercises exhibit some degree of time varying nature. © 2010 IEEE.

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http://hdl.handle.net/10453/16541