On the Applications of EMG Sensors and Signals

This reprint captures the latest advances in Electromyography (EMG) sensor development, EMG sensor applications, and EMG signal conditioning using theoretical and experimental approaches. This report is timely, as EMG sensors and signals have applications in many domains. This reprint provides a sna...

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Detalhes bibliográficos
Formato:	Online
Idioma:	inglês
Publicado em:	MDPI - Multidisciplinary Digital Publishing Institute 2023
Assuntos:	human activity recognition surface electromyography inertial measurement units feature selection wearable sensors surface electromyogram prosthesis control wearable low-cost human fatigue monitoring neuromuscular fatigue surface electromyography time-frequency signal analysis time-series modeling autoregressive moving average model with exogenous inputs isometric contraction elbow extension stroke rehabilitation surface electromyography (sEMG) pattern recognition (PR) ankle joint movements home-based physical therapy lower limb functional recovery inspiratory threshold loading neuromechanical coupling parasternal intercostal muscles respiratory pressure surface mechanomyography Targeted Muscle Reinnervation (TMR) upper limb amputee prosthesis prosthetic control multi-DoF control pattern recognition myofascial pain syndrome trigger points electromyography deep dry needling ischemic pressure technique ADL EMG forearm muscles muscles role synergies muscle coordination muscle synergy MCR-ALS sparseness motor function stroke electromyogram exploratory data analysis wave train electrical activity analysis method wave trains wavelets signal processing AUC diagrams ROC analysis Parkinson’s disease myoelectric prostheses embroidered EMG electrodes pilot study online and offline performance conventional gel electrodes artificial neural network exoskeleton assistive technology robotics hand gestures muscle synergies movements postures the central nervous system motor control the neural control electrode shift hand posture feature vector human-computer interaction armband sensor driver–automation shared control haptic guidance steering adaptive automation design driver distraction human machine interface robotcontrol EMG-control schemes swallowing events geriatrics hydration fluid intake classification model biomechanical simulation Granger causality functional coordination dysphagia swallowing muscle coupling n/a thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues thema EDItEUR::T Technology, Engineering, Agriculture, Industrial processes::TB Technology: general issues::TBX History of engineering and technology
Acesso em linha:	ONIX_20230405_9783036559896_258
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Descrição
Resumo:	This reprint captures the latest advances in Electromyography (EMG) sensor development, EMG sensor applications, and EMG signal conditioning using theoretical and experimental approaches. This report is timely, as EMG sensors and signals have applications in many domains. This reprint provides a snapshot of several exciting EMG sensor and signal applications: swallowing, motion detection and prostheses control, muscle synergies, robotic exoskeleton, driver’s behaviour, signal conditioning, and muscle assessment.

On the Applications of EMG Sensors and Signals

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