Validation of Energy Expenditure Prediction Models Using Real-Time Shoe-Based Motion Detectors.

Shih-Yun Lin,Ying-Chih Lai,Chi-Chun Hsia,Pei-Fang Su,Chih-Han Chang

IEEE Transactions on Biomedical Engineering（2017）

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摘要

Objective: This study aimed to verify and compare the accuracy of energy expenditure (EE) prediction models using shoe-based motion detectors with embedded accelerometers. Methods: Three physical activity (PA) datasets (unclassified, recognition, and intensity segmentation) were used to develop three prediction models. A multiple classification flow and these models were used to estimate EE. The “...

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关键词

Accelerometers,Sensors,Estimation,Footwear,Predictive models,Biological system modeling,Real-time systems

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