Using the sEMG signal representativity improvement towards upper-limb movement classification reliability.
Vinicius Horn CeneAlexandre BalbinotPublished in: Biomed. Signal Process. Control. (2018)
Keyphrases
- pattern recognition
- classification accuracy
- support vector machine svm
- classification algorithm
- signal processing
- pattern classification
- image classification
- support vector machine
- machine learning
- training set
- benchmark datasets
- decision trees
- classification systems
- supervised learning
- classification scheme
- class labels
- classification rate
- heart rate variability
- original signal
- automatic classification
- classification rules
- machine learning methods
- classification method
- decision rules
- cross validation
- svm classifier
- non stationary
- training samples
- wavelet transform
- feature vectors
- preprocessing
- learning algorithm