Prediction of instantaneous perceived effort during outdoor running using accelerometry and machine learning
Cristina-Ioana Pirscoveanu,
Anderson Souza Oliveira
Abstract:The rate of perceived effort (RPE) is a subjective scale widely used for defining training loads. However, the subjective nature of the metric might lead to an inaccurate representation of the imposed metabolic/mechanical exercise demands. Therefore, this study aimed to predict the rate of perceived exertions during running using biomechanical parameters extracted from a commercially available running smartwatch. Forty-three recreational runners performed a simulated 5-km race on a track, providing their RPE f… Show more
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