2025
Ankle Exoskeleton Control via Data-Driven Gait Estimation for Walking, Running, and Inclines
RA-L 2025
Ankle exoskeletons have the potential to augment mobility, but control strategies have largely failed to seamlessly adapt to changes in the locomotion task. Here, we introduce a multi-headed network that predicts gait speed, ground incline, stance/swing transitions, and percent stance. These predict