Surface EMG hand gesture recognition system based on PCA and GRNN
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computing and Applications"
DOI: 10.1007/s00521-019-04142-8
Abstract: The principal component analysis method and GRNN neural network are used to construct the gesture recognition system, so as to reduce the redundant information of EMG signals, reduce the signal dimension, improve the recognition efficiency… read more here.
Keywords: recognition system; system; surface emg; gesture recognition ... See more keywords
Analysis of end-plate using multi-channel surface EMG
Sign Up to like & getrecommendations! Published in 2019 at "Artificial Life and Robotics"
DOI: 10.1007/s10015-019-00531-3
Abstract: By individually examining the characteristics of conducting waves in multi-channel surface electromyogram (EMG) signals, there is a possibility to understand the mobilization mechanism of muscle contraction. It is important to consider the potential obtained from… read more here.
Keywords: plate using; end plate; surface emg; multi channel ... See more keywords
Three-Electrode Double-Differential Biopotential Amplifier for Surface EMG Measurements
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3270975
Abstract: In this work, a novel double-differential (DD) amplifier for electromyogram (EMG) measurements is presented, which requires only three electrodes, a reduced number of components, and is focused on wearable devices of reduced size. The proposed… read more here.
Keywords: topology; amplifier; emg; emg measurements ... See more keywords
Analysis and Biophysics of Surface EMG for Physiotherapists and Kinesiologists: Toward a Common Language With Rehabilitation Engineers
Sign Up to like & getrecommendations! Published in 2020 at "Frontiers in Neurology"
DOI: 10.3389/fneur.2020.576729
Abstract: 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. There is a need for objective, quantitative measurement tools to increase the reliability… read more here.
Keywords: medicine; surface emg; practice; physiotherapists kinesiologists ... See more keywords
Electromyography of Extrinsic and Intrinsic Ear Muscles in Healthy Probands and Patients with Unilateral Postparalytic Facial Synkinesis
Sign Up to like & getrecommendations! Published in 2022 at "Diagnostics"
DOI: 10.3390/diagnostics12010121
Abstract: There are currently no data on the electromyography (EMG) of all intrinsic and extrinsic ear muscles. The aim of this work was to develop a standardized protocol for a reliable surface EMG examination of all… read more here.
Keywords: surface emg; activation; facial synkinesis; ear ... See more keywords