title: Modeling of human Heart Rate response during walking, cycling and rowing.
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.
authors.affiliation: School of Electrical Engineering and Telecommunications, the University of New South Wales, Sydney, 2052, Australia. z2376239@student.unsw.edu.au
authors.forename: Dur-E-Zehra
authors.initials: DE
authors.lastname: Baig
authors.forename: Hao
authors.initials: H
authors.lastname: Su
authors.forename: Teddy M
authors.initials: TM
authors.lastname: Cheng
authors.forename: Andrey V
authors.initials: AV
authors.lastname: Savkin
authors.forename: Steven W
authors.initials: SW
authors.lastname: Su
authors.forename: Branko G
authors.initials: BG
authors.lastname: Celler
mesh_terms: D000328:Adult; D001642:Bicycling; D015992:Body Mass Index; D015444:Exercise / Q000502:physiology*; D006339:Heart Rate; D006801:Humans; D016014:Linear Models; D008297:Male; D008953:Models, Anatomic; D015233:Models, Statistical; D005082:Physical Exertion; D015203:Reproducibility of Results; D013997:Time Factors; D016138:Walking