Electromyography-signal-based muscle fatigue assessment for knee ...
We extracted two parameters to estimate muscle fatigue from the EMG signals, the zero-crossing rate (ZCR) and amplitude of muscle tension (AMT) that can quantitatively assess muscle …
Effects of electromyography biofeedback for patients after knee …
2021年5月7日 · In this systematic review, six RCT investigated the effects of EMG-biofeedback on patients after knee surgery. The results showed EMG-biofeedback could improve the ROM …
EMG Sensor-Based Exoskeleton for Knee Injury Rehabilitation
This model aims to provide adaptive assistance that aligns with the user’s physiological requirements by using: Electromyography (EMG) sensors for real-time feedback on muscle …
Combining enhanced spectral resolution of EMG and a deep …
Knee osteoarthritis (OA) is a prevalent, debilitating joint condition primarily affecting the elderly. This investigation aims to develop an electromyography (EMG)-based method for diagnosing …
EMG profiles of knee joint musculature during walking: changes …
The right and left foot contact patterns and the linear envelopes from the surface electromyogram (EMG) patterns of the gastrocnemius, medial and lateral hamstrings, rectus femoris, and …
The general goals of knee rehabilita- tion are to increase strength, endur- ance, and range of motion. To reach these goals, the exercises must be performed through a safe range of …
An EMG-driven musculoskeletal model to estimate muscle forces and knee ...
2003年6月1日 · This paper examined if an electromyography (EMG) driven musculoskeletal model of the human knee could be used to predict knee moments, calculated using inverse …
Continuous knee joint angle prediction with surface EMG
2024年9月1日 · Surface Electromyography (sEMG) is an important source for obtaining human motion information, the joint angle of the human body can be predicted. Therefore, this paper …
EMG and Joint Angle-Based Machine Learning to Predict Future …
2021年5月22日 · This study used an artificial neural network trained and tested with knee flexion angles and knee muscle EMG signals to predict knee flexion angles during gait at 50, 100, …
EMG dataset in Lower Limb - University of California, Irvine
2014年2月4日 · Protocol: 22 male subjects , 11 with different knee abnormalities previously diagnosed by a professional. They undergo three movements to analyze the behavior …
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