Identification of EMG signals using discriminant analysis and SVM classifier

A Alkan, M Günay - Expert systems with Applications, 2012 - Elsevier
The electromyography (EMG) signal is a bioelectrical signal variation, generated in muscles
during voluntary or involuntary muscle activities. The muscle activities such as contraction or …

The role of muscle synergies in myoelectric control: trends and challenges for simultaneous multifunction control

M Ison, P Artemiadis - Journal of neural engineering, 2014 - iopscience.iop.org
Myoelectric control is filled with potential to significantly change human–robot interaction
due to the ability to non-invasively measure human motion intent. However, current control …

EMG-based pattern recognition approach in post stroke robot-aided rehabilitation: a feasibility study

B Cesqui, P Tropea, S Micera, HI Krebs - Journal of neuroengineering and …, 2013 - Springer
Background Several studies investigating the use of electromyographic (EMG) signals in
robot-based stroke neuro-rehabilitation to enhance functional recovery. Here we explored …

[HTML][HTML] Wearable physiological monitoring system based on electrocardiography and electromyography for upper limb rehabilitation training

S Zhao, J Liu, Z Gong, Y Lei, X OuYang, CC Chan… - Sensors, 2020 - mdpi.com
Secondary injuries are common during upper limb rehabilitation training because of
uncontrollable physical force and overexciting activities, and long-time training may cause …

Development of an EMG-ACC-based upper limb rehabilitation training system

L Liu, X Chen, Z Lu, S Cao, D Wu… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
This paper focuses on the development of an upper limb rehabilitation training system
designed for use by children with cerebral palsy (CP). It attempts to meet the requirements of …

[PDF][PDF] Trends and challenges in EMG based control scheme of exoskeleton robots-a review

RM Singh, S Chatterji, A Kumar - Int. J. Sci. Eng. Res, 2012 - Citeseer
In the present review article the application of robotics in the medical field has been
explored. Exoskeleton robots are being used in rehabilitation, extending the strength of …

Alternative communication systems for people with severe motor disabilities: a survey

CG Pinheiro, ELM Naves, P Pino, E Losson… - Biomedical engineering …, 2011 - Springer
We have now sufficient evidence that using electrical biosignals in the field of Alternative
and Augmented Communication is feasible. Additionally, they are particularly suitable in the …