A1 Journal article (refereed), original research

Improving Energy Expenditure Estimation in Wrist-Worn Wearables by Augmenting Heart Rate Data with Heat Flux Measurement


Open Access hybrid publication

Publication Details
Authors: Levikari Saku, Immonen Antti, Kuisma Mikko, Peltonen Heikki, Silvennoinen Mika, Kyröläinen Heikki, Silventoinen Pertti
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Publication year: 2021
Language: English
Related Journal or Series Information: IEEE Transactions on Instrumentation and Measurement
ISSN: 0018-9456
eISSN: 1557-9662
JUFO-Level of this publication: 2
Open Access: Open Access hybrid publication

Abstract

Wearable electronics are often used for estimating the energy
expenditure of the user based on heart rate measurement. While heart
rate is a good predictor of calorie consumption at high intensities, it
is less precise at low intensity levels, which translates into
inaccurate results when estimating daily net energy expenditure. In this
study, heart rate measurement was augmented with heat flux measurement,
a form of direct calorimetry. A physical exercise test on a group of 15
people showed that heat flux measurement can improve the accuracy of
calorie consumption estimates especially during rest and low-intensity
activity when used in conjunction with heart rate information and vital
background parameters of the user.


Projects
Q-HEALTH (01/01/2017 - 01/01/2019)

Last updated on 2021-10-02 at 07:46