Review of electromyography onset detection methods for real-time control of robotic exoskeletons

CR Carvalho, JM Fernández, AJ Del-Ama… - … of neuroengineering and …, 2023 - Springer
Background Electromyography (EMG) is a classical technique used to record electrical
activity associated with muscle contraction and is widely applied in Biomechanics …

Computerized processing of EEG–EOG–EMG artifacts for multi-centric studies in EEG oscillations and event-related potentials

DV Moretti, F Babiloni, F Carducci, F Cincotti… - International Journal of …, 2003 - Elsevier
The aim of this study is to present a package including standard software for the
electroencephalographic (EEG), electro-oculographic (EOG) and electromyographic (EMG) …

A fuzzy clustering neural network architecture for multifunction upper-limb prosthesis

B Karlik, MO Tokhi, M Alci - IEEE Transactions on Biomedical …, 2003 - ieeexplore.ieee.org
Accurate and computationally efficient means of classifying surface myoelectric signals has
been the subject of considerable research effort in recent years. The aim of this paper is to …

A comparison of the effects of electrode implantation and targeting on pattern classification accuracy for prosthesis control

TR Farrell - IEEE Transactions on Biomedical Engineering, 2008 - ieeexplore.ieee.org
The use of surface versus intramuscular electrodes as well as the effect of electrode
targeting on pattern-recognition-based multifunctional prosthesis control was explored …

EMG-based prediction of shoulder and elbow kinematics in able-bodied and spinal cord injured individuals

ATC Au, RF Kirsch - IEEE Transactions on rehabilitation …, 2000 - ieeexplore.ieee.org
The authors have evaluated the ability of a time-delayed artificial neural network (TDANN) to
predict shoulder and elbow motions using only electromyographic (EMG) signals recorded …

Design and implementation of a hands-free electrolarynx device controlled by neck strap muscle electromyographic activity

EA Goldstein, JT Heaton, JB Kobler… - IEEE Transactions …, 2004 - ieeexplore.ieee.org
The electrolarynx (EL) voice prosthesis is widely used, but suffers from the inconvenience of
requiring manual control. Therefore, a hands-free EL triggered by neck muscle …

An algorithm for detecting the onset of muscle contraction by EMG signal processing

S Micera, AM Sabatini, P Dario - Medical engineering & physics, 1998 - Elsevier
The Generalized Likelihood Ratio (GLR) test is proposed for estimating the time instant of
muscle contraction onset via electromyographic (EMG) signal processing. In contrast to …

A hybrid approach to EMG pattern analysis for classification of arm movements using statistical and fuzzy techniques

S Micera, AM Sabatini, P Dario, B Rossi - Medical engineering & physics, 1999 - Elsevier
In this paper, a hybrid approach is presented for discriminating a few upper limb movements
by processing the electromyographic (EMG) signals from selected shoulder muscles …

Real-time implementation of electromyogram pattern recognition as a control command of man-machine interface

GC Chang, WJ Kang, JJ Luh, CK Cheng, JS Lai… - Medical engineering & …, 1996 - Elsevier
The purpose of this study was to develop a real-time electromyogram (EMG) discrimination
system to provide control commands for man-machine interface applications. A host …

Muscle activity onset time detection using teager-kaiser energy operator

X Li, AS Aruin - 2005 IEEE Engineering in Medicine and …, 2006 - ieeexplore.ieee.org
This study presents a novel method, characterized with simple implementation, to
automatically detect the onset time of muscle activity using surface electromyogram (EMG) …