Real-time digital modulation classification based on Support Vector Machines.
Edson SoratoEduardo P. FronzaPaulo R. F. M. M. BarbosaJosé Luís Almada GüntzelAdalbery R. CastroAldebaro KlautauPublished in: SBCCI (2013)
Keyphrases
- support vector
- real time
- classification accuracy
- learning machines
- support vector machine
- pattern recognition
- cross validation
- machine learning
- generalization ability
- svm classifier
- large margin classifiers
- image classification
- loss function
- classification process
- classification models
- pattern classification
- training examples
- feature selection
- feature extraction
- vision system
- feature vectors
- low cost
- kernel function
- multi class classification
- binary classification
- classification scheme
- automatic classification
- radial basis function
- kernel methods
- classification method
- decision rules
- support vector machine svm
- machine learning algorithms
- machine learning methods
- supervised learning
- dimensionality reduction
- logistic regression
- decision trees
- benchmark datasets
- margin maximization