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

Author

Baig, Dur-e-Zehra ; Su, Hao ; Cheng, Teddy M. ; Savkin, Andrey V. ; Su, Steven W. ; Celler, Branko G.

Author_Institution

Sch. of Electr. Eng. & Telecommun., Univ. of New South Wales, Sydney, NSW, Australia

fYear

2010

fDate

Aug. 31 2010-Sept. 4 2010

Firstpage

2553

Lastpage

2556

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.

Keywords

Kalman filters; cardiology; gait analysis; sport; time-varying systems; Kalman Filter; cadence rate; cycling; exercise locomotion; human heart rate response modeling; linear time varying models; rowing; stride rate; strokes rate; time varying parameters; walking; Data models; Erbium; Heart rate; Humans; Legged locomotion; Muscles; Solid modeling; Adult; Bicycling; Body Mass Index; Exercise; Heart Rate; Humans; Linear Models; Male; Models, Anatomic; Models, Statistical; Physical Exertion; Reproducibility of Results; Time Factors; Walking;

fLanguage

English

Publisher

ieee

Conference_Titel

Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE

Conference_Location

Buenos Aires

ISSN

1557-170X

Print_ISBN

978-1-4244-4123-5

Type

conf

DOI

10.1109/IEMBS.2010.5626865

Filename

5626865