Evaluation of a 1-DOF Hand Exoskeleton for Neuromuscular Rehabilitation
This work addresses rehabilitation for individuals with neuromuscular impairments, but it is incremental as it builds on existing exoskeleton and control methods.
The researchers tackled the problem of designing a low-cost hand exoskeleton for neuromuscular rehabilitation by developing a 1-DOF device with an admittance control scheme, achieving a reduction in interaction force from 1.45N to 0.52N (over 64%) and significantly lowering muscle activations.
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.