Comparing Wavelet Characterization Methods for the Classification of Upper Limb sEMG Signals.
Héctor Hugo Alfaro-CortésRicardo Emmanuel García-ManzoBlanca Sofía Ocampo-EstradaIsrael Román-GodínezRicardo-Antonio Salido-RuizSulema Torres-RamosPublished in: Computación y Sistemas (CyS) (2023)
Keyphrases
- classification systems
- machine learning methods
- classification method
- benchmark datasets
- multiscale
- pattern recognition
- pattern classification
- robust classification
- data sets
- terms of classification accuracy
- benchmark data sets
- multiresolution
- feature extraction
- decision trees
- feature extraction and classification
- cross validation
- preprocessing
- support vector
- wavelet features
- multiclass classification
- eeg signals
- training data
- classification scheme
- support vector machine
- feature space
- classification accuracy
- denoising
- wavelet transform