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

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Show simple item record More, Felician en_US Weng, Kaili en_US Mclean, Peter en_US Su, Steven en_US
dc.contributor.editor IEEE en_US 2010-05-28T10:01:36Z 2010-05-28T10:01:36Z 2009 en_US
dc.identifier 2009001977 en_US
dc.identifier.citation More Felician et al. 2009, 'Analysis of nonlinear and linear behaviors of heart rate for running exercise', IEEE, USA, pp. 3920-3925. en_US
dc.identifier.issn 978-1-4244-2800-7 en_US
dc.identifier.other E1 en_US
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 dasiaH modelpsila, 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. en_US
dc.language English en_US
dc.publisher IEEE en_US
dc.relation.hasversion Accepted manuscript version
dc.relation.isbasedon en_US
dc.title Analysis of nonlinear and linear behaviors of heart rate for running exercise en_US
dc.parent 4th IEEE Conference on Industrial Electronics and Applications, 2009. ICIEA 2009. en_US
dc.journal.volume en_US
dc.journal.number en_US
dc.publocation USA en_US
dc.identifier.startpage 3920 en_US
dc.identifier.endpage 3925 en_US FEIT.Faculty of Engineering & Information Technology en_US
dc.conference Verified OK en_US
dc.for 090603 en_US
dc.personcode 10664718 en_US
dc.personcode 910924 en_US
dc.personcode 997723 en_US
dc.personcode 99081679 en_US
dc.percentage 100 en_US Industrial Electronics en_US
dc.classification.type FOR-08 en_US
dc.edition en_US
dc.custom IEEE Conference in Industrial Electronics and Applications en_US 20090525 en_US
dc.location.activity Xi'an, China en_US
dc.description.keywords Curve fitting , Heart rate , Human cardiovascular system , Nonlinear systems, cardiovascular system , curve fitting , electrocardiography en_US
dc.staffid en_US
dc.staffid 997723 en_US

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