Evaluation of a 1-DOF Hand Exoskeleton for Neuromuscular Rehabilitation

TL;DR

This paper presents a low-cost 1-DOF hand exoskeleton with an admittance control scheme, evaluated through simulations, demonstrating significant force reduction and potential for neuromuscular rehabilitation and strength training.

Contribution

It introduces a novel low-cost hand exoskeleton with an integrated control scheme and simulation-based optimization for neuromuscular rehabilitation applications.

Findings

Force reduction of over 64% in assistive mode

Significant decrease in muscle activation during use

Versatile control scheme for assistance and resistance

Abstract

A low-cost 1-DOF hand exoskeleton for neuromuscular rehabilitation has been designed and assembled. It consists of a base equipped with a servo motor, an index finger part, and a thumb part, connected through three gears. The index part has a tri-axial load cell and an attached ring to measure the finger force. An admittance control scheme was designed to provide intuitive control and positive force amplification to assist the user's finger movement. To evaluate the effects of different control parameters on neuromuscular re-sponse of the fingers, we created an integrated exoskeleton-hand musculo-skeletal model to virtually simulate and optimize the control loop. The exo-skeleton is controlled by a proportional derivative controller that computes the motor torque to follow a desired joint angle of the index part, which is obtained from inverse kinematics of a virtual end-effector mass driven by the finger force. We conducted parametric simulations of the exoskeleton in action, driven by the user's closing and opening finger motion, with different proportional gains, end-effector masses, and other coefficients. We com-pared the interaction forces between the index finger and the ring in both passive and active modes. The best performing assistive controller can re-duce the force from around 1.45N (in passive mode) to only around 0.52N, more than 64% of reduction. As a result, the muscle activations of the flex-ors and extensors were reduced significantly. We also noted the admittance control scheme is versatile and can also provide resistance (e.g. for strength training) by simply increasing the virtual end-effect mass.