Hybrid Binary Particle Swarm Optimization Differential Evolution-Based Feature Selection For EMG Signals Classification

• Main Authors: Too, Jing Wei, Abdullah, Abdul Rahim, Mohd Saad, Norhashimah
• Format: Article
• Language: English
• Published: MDPI AG 2019
• Online Access: http://eprints.utem.edu.my/id/eprint/24581/2/2019%20AXIOMS-08-00079%20%281%29.PDF; http://eprints.utem.edu.my/id/eprint/24581/; https://www.mdpi.com/2075-1680/8/3/79/htm; https://doi.org/10.3390/axioms8030079

To date, the usage of electromyography (EMG) signals in myoelectric prosthetics allows patients to recover functional rehabilitation of their upper limbs. However, the increment in the number of EMG features has been shown to have a great impact on performance degradation. Therefore, feature select...