Improving Energy Expenditure Estimation in Wrist-Worn Wearables by Augmenting Heart Rate Data With Heat Flux Measurement
| Autor: | Antti Immonen, Mika Silvennoinen, Heikki Peltonen, Saku Levikari, Mikko Kuisma, Heikki Kyröläinen, Pertti Silventoinen |
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| Rok vydání: | 2021 |
| Předmět: |
syke
Calorie Computer science business.industry 020208 electrical & electronic engineering Wearable computer Physical exercise 02 engineering and technology Intensity (physics) ruumiinlämpö mittaustekniikka Energy expenditure Heat flux Heart rate Statistics 0202 electrical engineering electronic engineering information engineering anturit Electrical and Electronic Engineering business Instrumentation energiankulutus (aineenvaihdunta) Wearable technology |
| Zdroj: | IEEE Transactions on Instrumentation and Measurement. 70:1-8 |
| ISSN: | 1557-9662 0018-9456 |
| DOI: | 10.1109/tim.2021.3053070 |
| Popis: | 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 (HF) measurement, a form of direct calorimetry. A physical exercise test on a group of 15 people showed that HF 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. peerReviewed |
| Databáze: | OpenAIRE |
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