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Age-related alterations on the capacities to navigate on a bike: use of a simulator and entropy measures

Abstract : Studying the impact of age is important to understand the phenomenon of aging and the disorders that are associated. In this work, we analyze age-related alterations on the capacities to navigate on a bike. For this purpose, we use CycléoONE, a bike simulator, and entropy measures. We thus record navigation data (handlebar angle and speed) during the ride. They are processed with two cross-distribution entropy methods (time-shift multiscale cross-distribution entropy and multiscale cross-distribution entropy). We also analyze the time series with a detrended cross-correlation analysis to determine which method can the best underline age-related alterations. Our results show that methods based on cross-distribution entropy may be efficient to stress the decrease in navigation capacities with age. The results are very encouraging for our future goal of adding medical benefits to a leisure equipment. They also show the value of using virtual reality to study the impact of age.
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https://hal.univ-angers.fr/hal-02923217
Contributeur : Anne Humeau-Heurtier <>
Soumis le : mercredi 26 août 2020 - 20:01:47
Dernière modification le : mercredi 2 septembre 2020 - 16:32:39

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Antoine Jamin, Guillaume Duval, Cedric Annweiler, Pierre Abraham, Anne Humeau-Heurtier. Age-related alterations on the capacities to navigate on a bike: use of a simulator and entropy measures. Medical and Biological Engineering and Computing, Springer Verlag, In press, ⟨10.1007/s11517-020-02257-y⟩. ⟨hal-02923217⟩

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