Surface electromyography and artificial intelligence for human activity recognition-A systematic review on methods, emerging trends applications, challenges, and …
Human activity recognition (HAR) has become increasingly popular in recent years due to its
potential to meet the growing needs of various industries. Electromyography (EMG) is …
potential to meet the growing needs of various industries. Electromyography (EMG) is …
Surgical Instrument Signaling Gesture Recognition Using Surface Electromyography Signals
Surgical Instrument Signaling (SIS) is compounded by specific hand gestures used by the
communication between the surgeon and surgical instrumentator. With SIS, the surgeon …
communication between the surgeon and surgical instrumentator. With SIS, the surgeon …
[HTML][HTML] A novel machine learning algorithm for finger movement classification from surface electromyogram signals using welch power estimation
Electromyogram (EMG) signal monitoring is an effective method for controlling the
movements of a prosthetic limb. The classification of the EMG pattern of various finger …
movements of a prosthetic limb. The classification of the EMG pattern of various finger …
Descriptive Statistical Features-Based Improvement of Hand Gesture Identification
One of the most significant tools for Human–Computer Interaction (HCI) is body language,
namely gestures. Therefore, Gesture recognition using Mechanomyography (MMG) for …
namely gestures. Therefore, Gesture recognition using Mechanomyography (MMG) for …
Evaluación de la eficacia de PCA e ICA en la mejora del reconocimiento de movimientos musculares a partir de señales EMG crudas
JA Amézquita García, ME Bravo Zanoguera… - Revista de ciencias …, 2023 - scielo.org.mx
En la última década el desarrollo de modelos de clasificación a través de aprendizaje
automático para control de dispositivos protésicos multifuncionales ha ido en aumento. La …
automático para control de dispositivos protésicos multifuncionales ha ido en aumento. La …
Research on sEMG Pattern Recognition Algorithm and Implementation of a Gesture Recognition System
Y Tian, Z Zhang, Y Li - … , Measurement & Data Analytics in the …, 2023 - ieeexplore.ieee.org
Pattern recognition of surface electromyogram (surface EMG, sEMG) signals can obtain
human movement information. In recent years, this technology has been widely used in …
human movement information. In recent years, this technology has been widely used in …
[PDF][PDF] Healthcare Analytics
A Sultana, F Ahmed, MS Alam - researchgate.net
The developments in engineering fields have extended the use of electromyography (EMG)
beyond traditional diagnostic applications to multifarious areas like movement analysis …
beyond traditional diagnostic applications to multifarious areas like movement analysis …