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On the Applications of EMG Sensors and Signals

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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

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