NDLI: Estimation of oxygen consumption during cycling and rowing

Content Provider	IEEE Xplore Digital Library
Author	Baig, D.-E.-Z. Savkin, A.V. Celler, B.G.
Copyright Year	2012
Description	Author affiliation: Autonomous Syst. Lab., CSIRO ICT Center, Sydney, NSW, Australia (Celler, B.G.) \|\| Sch. of Electr. Eng. & Telecommun., Univ. of New South Wales, Sydney, NSW, Australia (Baig, D.-E.-Z.; Savkin, A.V.)
Abstract	The aim of this paper is to develop estimator that can predict oxygen consumption $(V_{O2})$ during cycling and rowing exercises, by using non-invasive and easily measurable quantities such as heart rate (HR), respiratory rate (RespR) and frequency of exercising activity. The frequency of exercise is quantified as a universal measure of exercise intensity and is known as Exercise Rate (ER). This ER is responsible for deviation in $V_{O2}$ $(ΔV_{O2}),$ HR (ΔHR), and RespR (ΔRespR) from their respective baseline measurements during exercise. Therefore, $ΔV_{O2}$ can be estimated from Δ, ΔRespR and ER. The resting measured of $V_{O2}$ is referred as $V_{O2rest};$ this is computed from the physical fitness of an individual. The Hammerstein model is adopted for the estimation of $ΔV_{O2}.$ Results in this study demonstrate that the developed estimators for each type of exercise are capable of estimating $V_{O2}$ by adding up $V_{O2rest}$ and $ΔV_{O2}$ at various intensities during cycling and rowing.
Sponsorship	IEEE Eng. Medicine Biol. Soc.
Starting Page	711
Ending Page	714
File Size	641185
Page Count	4
File Format	PDF
ISBN	9781424441198
ISSN	1557170X
e-ISBN	9781457717871
DOI	10.1109/EMBC.2012.6346030
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2012-08-28
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Estimation Mathematical model Heart rate Frequency measurement Calibration Aerodynamics Equations
Content Type	Text
Resource Type	Article
Subject	Signal Processing Biomedical Engineering Health Informatics Computer Vision and Pattern Recognition

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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