RESEARCH PAPER
A Lightweight Wrist Exoskeleton With Equivalent-Input-Disturbance-Based Control for Pathological Tremor Suppression.
AI Summary
This study presents a <200 g wrist exoskeleton using equivalent-input-disturbance (EID) control to actively suppress pathological tremor, reporting 89–96% tremor power reduction and improved voluntary tracking in a 5-patient pilot (4 PD, 1 ET).
Why It Matters
As a lightweight, wearable, non-pharmacologic approach with preliminary clinical validation, it offers a translatable symptomatic option to improve tremor control and daily function in PD patients, though it does not address underlying disease biology or long-term efficacy.
Abstract
Developing a wearable exoskeleton that effectively suppresses pathological tremor while remaining lightweight for daily use is a significant challenge. Furthermore, the complex and time-varying nature of wrist dynamics often limits the performance of conventional model-based control strategies. To address this, this study proposes a lightweight (less than 200 g) wrist exoskeleton. By employing a compact transmission architecture to amplify the torque of a miniature motor, the design achieves the high-fidelity force transmission required for active suppression while minimizing physical burden. Additionally, ergonomic sponge-lined fixtures are integrated to ensure user comfort and adaptability. To tackle the challenge of unmodeled wrist dynamics and time-varying tremor, an Equivalent-Input-Disturbance (EID) control strategy is developed. This method treats complex nonlinearities and tremor torque as a lumped disturbance, estimating and compensating for them in real-time without requiring precise patient-specific modeling. Pilot clinical validation with five patients (four with PD and one with ET) demonstrated significant tremor attenuation, with a power suppression ratio ranging from 89.37% to 96.37%. Furthermore, the root-mean-square error during voluntary motion tracking was reduced by 21.3%. These preliminary findings suggest the feasibility and potential efficacy of the proposed system.