EMG Signals Classification on Human Activity Recognition using Machine Learning Algorithm

• Main Authors: Nurhanim, K., Elamvazuthi, I., Izhar, L.I., Capi, G., Su, S.
• Format: Conference or Workshop Item
• Published: Institute of Electrical and Electronics Engineers Inc. 2021
• Online Access: http://scholars.utp.edu.my/id/eprint/33451/; https://www.scopus.com/inward/record.uri?eid=2-s2.0-85127011513&doi=10.1109%2fNICS54270.2021.9701461&partnerID=40&md5=b1b92908d84d8a27f1e9b6112940fadd
• Institution: Universiti Teknologi Petronas

In Human activity recognition (HAR) research, it is a common practice to use wearable sensors to acquire the signals for human daily activities. In this study, an experimental data from electromyography (EMG) wireless sensors is analysed for six different activities recognition. This paper aims to c...