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Chemnitz Universitiy

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Articles

Quantifying workload using nonlinear dynamical measures of biomechanical parameters during cycling on a roller trainer

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By Ann-Kathrin Harsch, Chemnitz Universitiy, Alexander Kunert, Daniel Koska
| PLOS ONE
Loading metrics Open Access Peer-reviewed Research Article Abstract The aim of the present study was to determine the effectiveness of nonlinear parameters in distinguishing individual workload in cycling by using bike-integrated sensor data. The investigation focused on two nonlinear parameters: The ML1, which analyzes the geometric median in phase space, and the maximum Lyapunov exponent as nonlinear measure of local system stability. We investigated two hypothesis: 1.
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