The classification of EMG signals with zero retraining in the influence of user and rotation independence

• Main Authors: Fu, Zinvi, Bani Hashim, Ahmad Yusairi, Jamaludin, Zamberi, Mohamad, Imran Syakir
• Format: Article
• Language: English
• Published: Penerbit UTHM 2021
• Online Access: http://eprints.utem.edu.my/id/eprint/25625/2/VIEW%20OF%20THE%20CLASSIFICATION%20OF%20EMG%20SIGNALS%20WITH%20ZERO%20RETRAINING%20IN%20THE%20INFLUENCE%20OF%20USER%20AND%20ROTATION%20INDEPENDENCE.PDF; http://eprints.utem.edu.my/id/eprint/25625/; https://publisher.uthm.edu.my/ojs/index.php/ijie/article/view/5818/4075; https://doi.org/10.30880/ijie.2021.13.01.011

The surface electromyogram (EMG) contains information directly related to muscle contraction and modern classification techniques can obtain near-zero error when identifying various gestures over the forearm. However, good results come at a compromise over the ease of use. Once the EMG classifier tr...