[HTML][HTML] Surface electromyography signal processing and classification techniques

RH Chowdhury, MBI Reaz, MABM Ali, AAA Bakar… - Sensors, 2013 - mdpi.com
Electromyography (EMG) signals are becoming increasingly important in many applications,
including clinical/biomedical, prosthesis or rehabilitation devices, human machine …

Interpreting signal amplitudes in surface electromyography studies in sport and rehabilitation sciences

AD Vigotsky, I Halperin, GJ Lehman… - Frontiers in …, 2018 - frontiersin.org
Surface electromyography (sEMG) is a popular research tool in sport and rehabilitation
sciences. Common study designs include the comparison of sEMG amplitudes collected …

Electromyography data for non-invasive naturally-controlled robotic hand prostheses

M Atzori, A Gijsberts, C Castellini, B Caputo… - Scientific data, 2014 - nature.com
Recent advances in rehabilitation robotics suggest that it may be possible for hand-
amputated subjects to recover at least a significant part of the lost hand functionality. The …

A review on EMG-based motor intention prediction of continuous human upper limb motion for human-robot collaboration

L Bi, C Guan - Biomedical Signal Processing and Control, 2019 - Elsevier
Electromyography (EMG) signal is one of the widely used biological signals for human motor
intention prediction, which is an essential element in human-robot collaboration systems …

Comparison of six electromyography acquisition setups on hand movement classification tasks

S Pizzolato, L Tagliapietra, M Cognolato, M Reggiani… - PloS one, 2017 - journals.plos.org
Hand prostheses controlled by surface electromyography are promising due to the non-
invasive approach and the control capabilities offered by machine learning. Nevertheless …

An osseointegrated human-machine gateway for long-term sensory feedback and motor control of artificial limbs

M Ortiz-Catalan, B Håkansson… - Science translational …, 2014 - science.org
A major challenge since the invention of implantable devices has been a reliable and long-
term stable transcutaneous communication. In the case of prosthetic limbs, existing …

Tongue fat and its relationship to obstructive sleep apnea

AM Kim, BT Keenan, N Jackson, EL Chan, B Staley… - Sleep, 2014 - academic.oup.com
Abstract Study Objectives: The objective of this study was to determine whether tongue fat is
increased in obese sleep apneics compared to obese subjects without sleep apnea. We …

The use of targeted muscle reinnervation for improved myoelectric prosthesis control in a bilateral shoulder disarticulation amputee

TA Kuiken, GA Dumanian, RD Lipschutz… - Prosthetics and …, 2004 - Taylor & Francis
A novel method for the control of a myoelectric upper limb prosthesis was achieved in a
patient with bilateral amputations at the shoulder disarticulation level. Four independently …

Characterization of a benchmark database for myoelectric movement classification

M Atzori, A Gijsberts, I Kuzborskij… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
In this paper, we characterize the Ninapro database and its use as a benchmark for hand
prosthesis evaluation. The database is a publicly available resource that aims to support …

Consensus for experimental design in electromyography (CEDE) project: Electrode selection matrix

M Besomi, PW Hodges, J Van Dieën… - Journal of …, 2019 - Elsevier
Abstract The Consensus for Experimental Design in Electromyography (CEDE) project is an
international initiative which aims to guide decision-making in recording, analysis, and …