Performance analysis of artificial neural network for hand movement detection from EMG signals

A Saikia, S Mazumdar, N Sahai, S Paul… - IETE Journal of …, 2022 - Taylor & Francis
This paper emphasizes on the hand movement recognition using artificial neural network
(ANN). It shows the methodology that analyses and classifies the electromyography (EMG) …

Comparative analysis among feature selection of sEMG signal for hand gesture classification by armband

JJAM Junior, M Freitas, H Siqueira… - IEEE Latin America …, 2020 - ieeexplore.ieee.org
This work presents a comparative study between dimensionality reduction and feature
selection to classification problem for six hand gestures by sEMG signal. The classified …

Hand gestures classification using multichannel sEMG armband

M La Banca Freitas, JJA Mendes, DP Campos… - XXVI Brazilian Congress …, 2019 - Springer
This work presented a method to automatic classify six hand and wrist gestures (wrist
flexion, wrist extension, wrist flexion to left, wrist extension to right, supination, and …

Design and Validation of Multichannel Wireless Wearable SEMG System for Real‐Time Training Performance Monitoring

S Örücü, M Selek - Journal of healthcare engineering, 2019 - Wiley Online Library
Monitoring of training performance and physical activity has become indispensable these
days for athletes. Wireless technologies have started to be widely used in the monitoring of …

Developing a real-time hand exoskeleton system that controlled by a hand gesture recognition system via wireless sensors

Y Hazar, ÖF Ertuğrul - Biomedical Signal Processing and Control, 2025 - Elsevier
Numerous studies have been conducted using wearable sensors on gesture recognition
and classification methods for the control of robotic arms, prostheses, and exoskeleton …

Effects of stretching on muscle activation in gas cylinder handling

A Wadeson, MM White, W Zhang, MY Lau, DB Kaber - Work, 2020 - content.iospress.com
BACKGROUND: Previously, a stretching regimen was designed for manual material
handling (MMH) of gas cylinders as a potential ergonomic solution for reducing occupational …

An initial investigation into the effects of the equine transeva technique (pulsating current electrotherapy) on the equine Gluteus superficialis

H Knaggs, G Tabor, JM Williams - Comparative Exercise …, 2022 - wageningenacademic.com
The equine transeva technique (ETT), is a novel electrotherapy, which utilises pulsating
current electrotherapy to target sensory and motor neurons. The technique may facilitate …

Kinect sensörü ve yüzeysel emg kullanılarak bir sporcu destek sistemi tasarımı

S Örücü - 2020 - acikerisim.selcuk.edu.tr
Özet Vücut geliştirme gibi izotonik hareketlerin yapıldığı sporlarda ve fiziksel rehabilitasyon
süreçlerinde, antrenmanların eş zamanlı izlenmesi, yanlış yapılan hareketlerin anında …