Improving Energy Expenditure Estimation in Wrist-Worn Wearables by Augmenting Heart Rate Data With Heat Flux Measurement
| العنوان: | Improving Energy Expenditure Estimation in Wrist-Worn Wearables by Augmenting Heart Rate Data With Heat Flux Measurement |
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| المؤلفون: | Antti Immonen, Mika Silvennoinen, Heikki Peltonen, Saku Levikari, Mikko Kuisma, Heikki Kyröläinen, Pertti Silventoinen |
| المصدر: | IEEE Transactions on Instrumentation and Measurement. 70:1-8 |
| بيانات النشر: | Institute of Electrical and Electronics Engineers (IEEE), 2021. |
| سنة النشر: | 2021 |
| مصطلحات موضوعية: | 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 |
| الوصف: | 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 |
| وصف الملف: | application/pdf; fulltext |
| تدمد: | 1557-9662 0018-9456 |
| URL الوصول: | https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0131ca2dd52ec8869d5bc15ee0ebe0ac https://doi.org/10.1109/tim.2021.3053070 |
| حقوق: | OPEN |
| رقم الأكسشن: | edsair.doi.dedup.....0131ca2dd52ec8869d5bc15ee0ebe0ac |
| قاعدة البيانات: | OpenAIRE |
| تدمد: | 15579662 00189456 |
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