Study of K-nearest neighbour classification performance on fatigue and non-fatigue EMG signal features

WM Bukhari, CJ Yun, AM Kassim… - … Journal of Advanced …, 2020 - openresearch.lsbu.ac.uk
© 2020, Science and Information Organization. For our body to move, the muscle must
activate by relaxing and contracting. Muscle activation produces bio-electric signals that can …

Electromyography (EMG) and hand gripping force during standing and sitting

M Mahadi, N Nazmi, NA Bani, S Rahman… - IOP Conference …, 2021 - iopscience.iop.org
Musculoskeletal disorders reduced the motion and strength of upper limb muscle, especially
when doing a task repeatedly. Evaluation of upper limb muscle strength has been commonly …

Effect of body postures on gripping force classification using a multimodal system of Electromyography and Handgrip strength measurement

M Mahadi, NA Bani, N Nazmi, S Usman… - … on Smart Sensors …, 2022 - ieeexplore.ieee.org
Musculoskeletal disorders are injuries due to fatigue and weakness in muscle strength from
activities that involve prolonged static posture such as sitting and standing postures …

[PDF][PDF] Analysis of different hand and finger grip patterns using surface electromyography and hand dynamometry

A Buniya, AH Al-Timemy, A Aldoori… - Al-Khwarizmi Engineering …, 2020 - iasj.net
Recording an Electromyogram (EMG) signal is essential for diagnostic procedures like
muscle health assessment and motor neurons control. The EMG signals have been used as …

Electromyography Indices of Handgrip Force with Swinging Motion

WHW Abdullah, WMBW Daud… - … in Applied Sciences …, 2023 - semarakilmu.com.my
Electromyography (EMG) is a powerful tool for studying muscle activity, but there is limited
research on EMG signals in the muscles of the human forearm, which poses challenges for …

Development of EMG-wrist angle model based on Markov process toward user's voluntary operation of myoelectric hand

S Morioka, M Iwase, J Inoue - 2020 International Symposium …, 2020 - ieeexplore.ieee.org
In this research, we aim to develop a stochastic model representing the relationship
between surface myoelectric potential and wrist joint angle toward realization of user's …