Tutorial: Analysis of motor unit discharge characteristics from high-density surface EMG signals
Recent work demonstrated that it is possible to identify motor unit discharge times from high-
density surface EMG (HDEMG) decomposition. Since then, the number of studies that use …
density surface EMG (HDEMG) decomposition. Since then, the number of studies that use …
A review of the key technologies for sEMG-based human-robot interaction systems
K Li, J Zhang, L Wang, M Zhang, J Li, S Bao - … Signal Processing and …, 2020 - Elsevier
As physiological signals that are closely related to human motion, surface electromyography
(sEMG) signals have been widely used in human-robot interaction systems (HRISs). Some …
(sEMG) signals have been widely used in human-robot interaction systems (HRISs). Some …
Multi-channel intramuscular and surface EMG decomposition by convolutive blind source separation
Objective. The study of motor unit behavior has been classically performed by selective
recording systems of muscle electrical activity (EMG signals) and decomposition algorithms …
recording systems of muscle electrical activity (EMG signals) and decomposition algorithms …
The extraction of neural information from the surface EMG for the control of upper-limb prostheses: emerging avenues and challenges
Despite not recording directly from neural cells, the surface electromyogram (EMG) signal
contains information on the neural drive to muscles, ie, the spike trains of motor neurons …
contains information on the neural drive to muscles, ie, the spike trains of motor neurons …
Wearable movement sensors for rehabilitation: a focused review of technological and clinical advances
Recent technologic advancements have enabled the creation of portable, low-cost, and
unobtrusive sensors with tremendous potential to alter the clinical practice of rehabilitation …
unobtrusive sensors with tremendous potential to alter the clinical practice of rehabilitation …
Analysis and biophysics of surface EMG for physiotherapists and kinesiologists: Toward a common language with rehabilitation engineers
Recent decades have seen a move toward evidence-based medicine to inform the clinical
decision-making process with reproducible findings from high-quality research studies …
decision-making process with reproducible findings from high-quality research studies …
Accurate identification of motor unit discharge patterns from high-density surface EMG and validation with a novel signal-based performance metric
Objective. A signal-based metric for assessment of accuracy of motor unit (MU) identification
from high-density surface electromyograms (EMG) is introduced. This metric, so-called pulse …
from high-density surface electromyograms (EMG) is introduced. This metric, so-called pulse …
The extraction of neural strategies from the surface EMG: an update
A surface EMG signal represents the linear transformation of motor neuron discharge times
by the compound action potentials of the innervated muscle fibers and is often used as a …
by the compound action potentials of the innervated muscle fibers and is often used as a …
Principles of motor unit physiology evolve with advances in technology
Movements are generated by the coordinated activation of motor units. Recent technological
advances have made it possible to identify the concurrent activity of several tens of motor …
advances have made it possible to identify the concurrent activity of several tens of motor …
Decoding the neural drive to muscles from the surface electromyogram
This brief review discusses the methods used to estimate the neural drive to muscles from
the surface electromyogram (EMG). Surface EMG has been classically used to infer the …
the surface electromyogram (EMG). Surface EMG has been classically used to infer the …