The surface electromyography (sEMG) signals are the human muscle signals which are
employed in various biomedical and engineering applications. Classification of sEMG …

For develo** thebio-engineering inspired human–machine interface, surface
electromyography (SEMG) signals have been widely exploited in the last decade. Movement …

The surface electromyography (sEMG) signals have been widely employed for the
development of the human–machine interface and have enormous bio-engineering …

Surface electromyogram (sEMG) signals have been widely utilized for various robotics and
medical engineering applications. In robotic rehabilitation, sEMG signal is used for …

The performance of any bio-medical signal based robotic device depends upon the
classification accuracy of the system. In this context, surface electromyography (SEMG) …

Electromyogram (EMG) signals are widely used in rehabilitation, medical, engineering,
robotic, and industrial fields. For amputee's residual muscles control, EMG signals have …

This paper presents a framework of surface electromyography signals based robotic arm
prototype control using discrete wavelet transform, principle component analysis, ensemble …

Classification accuracy is essential in the bio signal's performance-based assistive devices.
In this study, surface electromyography (SEMG) signals acquisition was extracted from 3 …

In the recent era of technology, the surface electromyography (SEMG) signal has attracted a
lot of bio-medical research trends. In this study, six different hand movements from SEMG …