Smartwatch-Derived Data and Machine Learning Algorithms Estimate Classes of Ratings of Perceived Exertion in Runners: A Pilot Study

Smartwatch-Derived Data and Machine Learning Algorithms Estimate Classes of Ratings of Perceived Exertion in Runners: A Pilot Study

The rating of perceived exertion (RPE) is a subjective load marker and may assist in individualizing training prescription, particularly by adjusting running intensity. Unfortunately, RPE has shortcomings (e.g., underreporting) and cannot be monitored continuously and automatically throughout a trai...

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Bibliographic Details
Main Authors: Padraig Davidson, Peter Düking, Christoph Zinner, Billy Sperlich, Andreas Hotho
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Sensors
Subjects:
artificial intelligence
endurance
exercise intensity
precision training
prediction
wearable
Online Access:https://www.mdpi.com/1424-8220/20/9/2637

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