Rapid energy expenditure estimation for ankle assisted and inclined loaded walking

Abstract Background Estimating energy expenditure with indirect calorimetry requires expensive equipment and several minutes of data collection for each condition of interest. While several methods estimate energy expenditure using correlation to data from wearable sensors, such as heart rate monito...

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Autori principali: Patrick Slade, Rachel Troutman, Mykel J. Kochenderfer, Steven H. Collins, Scott L. Delp
Natura: Artigo
Lingua:Inglês
Pubblicazione: BMC 2019-06-01
Serie:Journal of NeuroEngineering and Rehabilitation
Soggetti:
Energy expenditure
Estimation
Machine learning
Gait
Ground reaction forces
Electromyography
Accesso online:http://link.springer.com/article/10.1186/s12984-019-0535-7
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