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    Home > Active Ingredient News > Study of Nervous System > IEEE trans: EMG control interface for upper limb robot rehabilitation after spinal cord injury

    IEEE trans: EMG control interface for upper limb robot rehabilitation after spinal cord injury

    • Last Update: 2021-12-03
    • Source: Internet
    • Author: User
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    Spinal cord injury (SCI) is the most serious complication of spinal cord injury, often leading to severe dysfunction of the limbs below the injured segment


    Spinal cord injury (SCI) is the most serious complication of spinal cord injury, often leading to severe dysfunction of the limbs below the injured segment


    Neuromuscular stimulation triggered by electromyography has proven to be an effective treatment for stroke recovery


    In this work, a robotic rehabilitation system is proposed, where the robot assists to replace electrical stimulation


    Skeletal robot

    The EMG control interface is designed for six control modes: four single degrees of freedom (corresponding to the active degrees of freedom of the exoskeleton) and two multiple degrees of freedom


    Record EMG signals from the eight muscles that control the movement of the elbow, forearm and wrist: biceps (BB), triceps (TB), pronator teres (PT), supinator (S), radial Lateral flexor carpi (FCR), extensor carpi ulnaris (ECU), extensor carpi radialis longus (ECRL) and flexor carpi ulnaris (FCU)


    The MAHI Exo II exoskeleton is equipped with adjustable weights for passive gravity compensation of the elbow joint


    EMG

    The classifier based on EMG can classify the user's expected movement direction with high accuracy in different modes


    The research results encourage the further development of the electromyographic control interface of the rehabilitation robot


    Using EMG to control exoskeleton in real time shows the application prospects of the system, especially in simple single-degree-of-freedom direction classification tasks


    CG McDonald, JL Sullivan, TA Dennis and MK O'Malley, " A Myoelectric Control Interface for Upper-Limb Robotic Rehabilitation Following Spinal Cord Injury, " inA Myoelectric Control Interface for Upper-Limb Robotic Rehabilitation Following Spinal Cord Injury, IEEE Transactions on Neural Systems and Rehabilitation Engineering , vol.
    28, no.
    4, pp.
    978-987, April 2020, doi: 10.
    1109/TNSRE.
    2020.
    2979743.


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