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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 …
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
The aim of this study is to present a package including standard software for the
electroencephalographic (EEG), electro-oculographic (EOG) and electromyographic (EMG) …
electroencephalographic (EEG), electro-oculographic (EOG) and electromyographic (EMG) …
A fuzzy clustering neural network architecture for multifunction upper-limb prosthesis
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 …
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 …
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 …
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 …
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
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 …
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
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 …
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
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 …
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) …
automatically detect the onset time of muscle activity using surface electromyogram (EMG) …