Hand gesture classification framework leveraging the entropy features from sEMG signals and VMD augmented multi-class SVM
Author:
Publisher
Elsevier BV
Subject
Artificial Intelligence,Computer Science Applications,General Engineering
Reference36 articles.
1. Application of entropies for automated diagnosis of epilepsy using EEG signals: A review;Acharya;Knowledge-Based Systems,2015
2. A real-time capable linear time classifier scheme for anticipated hand movements recognition from amputee subjects using surface EMG signals;Arunraj;Irbm,2021
3. Structural damage detection based on variational mode decomposition and kernel PCA-based support vector machine;Bisheh;Engineering Structures,2023
4. Carvalho, V. R., Moraes, M. F., Braga, A. P., & Mendes, E. M. Evaluating five different adaptive decomposition methods for EEG signal year=2020, seizure detection and classification. Biomedical Signal Processing and Control, 62, Article 102073.
5. A comprehensive survey on support vector machine classification: Applications, challenges and trends;Cervantes;Neurocomputing,2020
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