%0 Journal Article %T Age-related alterations on the capacities to navigate on a bike: use of a simulator and entropy measures %+ Laboratoire Angevin de Recherche en Ingénierie des Systèmes (LARIS) %+ Centre Hospitalier Universitaire d'Angers (CHU Angers) %+ Service de médecine interne et gérontologie clinique [Angers] %A Jamin, Antoine %A Duval, Guillaume, T. %A Annweiler, Cédric %A Abraham, Pierre %A Humeau-Heurtier, Anne %< avec comité de lecture %Z ISISV %@ 0140-0118 %J Medical and Biological Engineering and Computing %I Springer Verlag %V 59 %P 13-22 %8 2021 %D 2021 %R 10.1007/s11517-020-02257-y %K multiscale cross-entropy %K age %K time series %K irregularity %K complexity %Z Engineering Sciences [physics]/Signal and Image processingJournal articles %X 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. %G English %L hal-02923217 %U https://hal.univ-angers.fr/hal-02923217 %~ UNIV-ANGERS %~ UNAM %~ LARIS %~ LARIS-ISISV