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A Surface Electromyography (sEMG) System Applied for Grip Force Monitoring [PDF]

open access: yesSensors
Muscles play an indispensable role in human life. Surface electromyography (sEMG), as a non-invasive method, is crucial for monitoring muscle status.
Dantong Wu   +13 more
doaj   +5 more sources

Improved Network and Training Scheme for Cross-Trial Surface Electromyography (sEMG)-Based Gesture Recognition. [PDF]

open access: yesBioengineering (Basel), 2023
To enhance the performance of surface electromyography (sEMG)-based gesture recognition, we propose a novel network-agnostic two-stage training scheme, called sEMGPoseMIM, that produces trial-invariant representations to be aligned with corresponding ...
Dai Q   +4 more
europepmc   +3 more sources

Dataset for multi-channel surface electromyography (sEMG) signals of hand gestures [PDF]

open access: yesData in Brief, 2022
This paper presents an electromyography (EMG) signal dataset for use in human-computer interaction studies. The dataset includes 4-channel surface EMG data from 40 participants with an equal gender distribution.
Mehmet Akif Ozdemir   +3 more
doaj   +2 more sources

Study on Flexible sEMG Acquisition System and Its Application in Muscle Strength Evaluation and Hand Rehabilitation

open access: yesMicromachines, 2022
Wearable devices based on surface electromyography (sEMG) to detect muscle activity can be used to assess muscle strength with the development of hand rehabilitation applications.
Chang Liu   +4 more
doaj   +1 more source

Auditory sEMG biofeedback for reducing muscle co‐contraction during pedaling

open access: yesPhysiological Reports, 2022
Muscle co‐contraction between the agonist and antagonist muscles often causes low energy efficiency or movement disturbances. Surface electromyography biofeedback (sEMG‐BF) has been used to train muscle activation or relaxation but it is unknown whether ...
Benio Kibushi, Junichi Okada
doaj   +1 more source

Estimation of the Continuous Pronation–Supination Movement by Using Multichannel EMG Signal Features and Kalman Filter: Application to Control an Exoskeleton

open access: yesFrontiers in Bioengineering and Biotechnology, 2022
The Hill muscle model can be used to estimate the human joint angles during continuous movement. However, adopting this model requires the knowledge of many parameters, such as the length and speed of contraction of muscle fibers, which are liable to ...
Lei Zhang   +4 more
doaj   +1 more source

Data captured using low-cost active electromyography

open access: yesData in Brief, 2020
Surface electromyography (sEMG) data was captured for three able-body subjects, from their right biceps brachii using the POLE sensor outlined in “Low-cost active electromyography” [1].
Benjamin C. Fortune   +4 more
doaj   +1 more source

A computational model to investigate the effect of pennation angle on surface electromyogram of Tibialis Anterior. [PDF]

open access: yesPLoS ONE, 2017
This study has described and experimentally validated the differential electrodes surface electromyography (sEMG) model for tibialis anterior muscles during isometric contraction. This model has investigated the effect of pennation angle on the simulated
Diptasree Maitra Ghosh   +4 more
doaj   +1 more source

sEMG-Based Gain-Tuned Compliance Control for the Lower Limb Rehabilitation Robot during Passive Training

open access: yesSensors, 2022
The lower limb rehabilitation robot is a typical man-machine coupling system. Aiming at the problems of insufficient physiological information and unsatisfactory safety performance in the compliance control strategy for the lower limb rehabilitation ...
Junjie Tian   +6 more
doaj   +1 more source

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