An EMG Based Expert System for Detection of Wrist Flexion and Extension

Madhuri Thorat, Madhuri Thorat, Rohit Mehta, Rohit Mehta, Manav Nayyar, Manav Nayyar, Rishikesh Oza, Rishikesh Oza, Rutuja Mane, Rutuja Mane

2025

Abstract

This paper presents an electromyography (EMG) based system for classification and detection of wrist movement by carrying four different sets of movements. The experiment involved eight healthy subjects. The subjects were asked to put their hands in a horizontal plane. The subject then flexed their wrist from middle position to maximum flexion position and extended wrist to maximum extension position. The activities were performed in pronated as well as in supinated form. Notch filters and Band-pass filters were used in order to eliminate noise and preserve the features. The low and high cut-off frequency for notch and band-pass filter were 10Hz-80Hz with a sample rate of 512Hz.

Paper Citation

in Harvard Style

Thorat M., Mehta R., Nayyar M., Oza R. and Mane R. (2025). An EMG Based Expert System for Detection of Wrist Flexion and Extension. In Proceedings of the 3rd International Conference on Futuristic Technology - Volume 3: INCOFT; ISBN 978-989-758-763-4, SciTePress, pages 278-285. DOI: 10.5220/0013614100004664

in Bibtex Style

@conference{incoft25,
author={Madhuri Thorat and Rohit Mehta and Manav Nayyar and Rishikesh Oza and Rutuja Mane},
title={An EMG Based Expert System for Detection of Wrist Flexion and Extension},
booktitle={Proceedings of the 3rd International Conference on Futuristic Technology - Volume 3: INCOFT},
year={2025},
pages={278-285},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013614100004664},
isbn={978-989-758-763-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 3rd International Conference on Futuristic Technology - Volume 3: INCOFT
TI - An EMG Based Expert System for Detection of Wrist Flexion and Extension
SN - 978-989-758-763-4
AU - Thorat M.
AU - Mehta R.
AU - Nayyar M.
AU - Oza R.
AU - Mane R.
PY - 2025
SP - 278
EP - 285
DO - 10.5220/0013614100004664
PB - SciTePress