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Article Dans Une Revue Medical and Biological Engineering and Computing Année : 2021

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

Résumé

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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Dates et versions

hal-02923217 , version 1 (25-01-2024)

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Citer

Antoine Jamin, Guillaume T. Duval, Cédric 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, 2021, 59, pp.13-22. ⟨10.1007/s11517-020-02257-y⟩. ⟨hal-02923217⟩
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