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Deep-Learning Control of Lower-Limb Exoskeletons via simplified Therapist Input

Description

Partial-assistance exoskeletons hold significant potential for gait rehabilitation by promoting active participation during (re)learning of normative walking patterns. Typically, the control of interaction torques in partial-assistance exoskeletons relies on a hierarchical control structure. These approaches require extensive calibration due to the complexity of the controller and user-specific parameter tuning, especially for activities like stair or ramp navigation. To address the limitations

Source

http://arxiv.org/abs/2412.07959v2