Recent trends and challenges of surface electromyography in prosthetic applications
Surface electromyography (sEMG) meets extensive applications in the field of prosthesis in
the current period. The effectiveness of sEMG in prosthesis applications has been verified by …
the current period. The effectiveness of sEMG in prosthesis applications has been verified by …
Surface EMG data aggregation processing for intelligent prosthetic action recognition
C Li, G Li, G Jiang, D Chen, H Liu - Neural Computing and Applications, 2020 - Springer
In the current development and design of sports rehabilitation equipment or biomimetic
prostheses, in addition to pay attention to the development and design of the structure, the …
prostheses, in addition to pay attention to the development and design of the structure, the …
Electromyography-based control of lower limb prostheses: a systematic review
Most amputations occur in lower limbs and despite improvements in prosthetic technology,
no commercially available prosthetic leg uses electromyography (EMG) information as an …
no commercially available prosthetic leg uses electromyography (EMG) information as an …
Simultaneous and proportional control of wrist and hand movements by decoding motor unit discharges in real time
Objective. Surface electromyography (EMG) decomposition techniques can be used to
establish human-machine interfacing (HMI), but most investigations are implemented offline …
establish human-machine interfacing (HMI), but most investigations are implemented offline …
Assistive robotic exoskeleton using recurrent neural networks for decision taking for the robust trajectory tracking
R Fuentes-Alvarez, JH Hernandez… - Expert Systems with …, 2022 - Elsevier
The development of exoskeletons has contributed to the rehabilitation of the population with
different degrees of disability. These devices contemplate some feedback signals for their …
different degrees of disability. These devices contemplate some feedback signals for their …
Real-time hand gesture recognition by decoding motor unit discharges across multiple motor tasks from surface electromyography
Objective. Surface electromyography (EMG) decomposition techniques have been
developed to decode motor neuron activities non-invasively in the past decades, showing …
developed to decode motor neuron activities non-invasively in the past decades, showing …
Prediction of finger kinematics from discharge timings of motor units: Implications for intuitive control of myoelectric prostheses
Objective. The aim of the study was to characterize the accuracy in the identification of motor
unit discharges during natural movements using high-density electromyography (EMG) …
unit discharges during natural movements using high-density electromyography (EMG) …
Non-invasive analysis of motor unit activation during simultaneous and continuous wrist movements
Surface electromyography (EMG) signals have shown promising applications in human-
machine interfacing (HMI) systems such as orthotics, prosthetics, and exoskeletons …
machine interfacing (HMI) systems such as orthotics, prosthetics, and exoskeletons …
Single-channel surface electromyography signal classification with variational mode decomposition and entropy feature for lower limb movements recognition
Currently, many researchers tend to use multi-channel surface electromyography (sEMG)
signals to improve the accuracy of lower limb movement recognition. However, the collection …
signals to improve the accuracy of lower limb movement recognition. However, the collection …
Mapping individual motor unit activity to continuous three-DoF wrist torques: perspectives for myoelectric control
The surface electromyography (EMG) decomposition techniques provide access to motor
neuron activities and have been applied to myoelectric control schemes. However, the …
neuron activities and have been applied to myoelectric control schemes. However, the …