Electric powered wheelchair control using user-independent classification methods based on surface electromyography signals.
Hassam IqbalJinchuan ZhengRifai ChaiSivachandran ChandrasekaranPublished in: Medical Biol. Eng. Comput. (2024)
Keyphrases
- classification method
- preprocessing
- classification systems
- classification models
- benchmark datasets
- significant improvement
- benchmark data sets
- machine learning methods
- feature selection
- neural networks and support vector machines
- biomedical signals
- density estimation
- end users
- user interface
- data sets
- cross validation
- medical images
- feature set
- d objects
- classification scheme
- control problems
- robust classification
- three dimensional