Multiple Machine Learning Algorithms Comparison for Modulation Type Classification for Efficient Cognitive Radio.
Inna ValievaMats BjörkmanJohan ÅkerbergMikael EkströmIurii VoitenkoPublished in: MILCOM (2019)
Keyphrases
- machine learning algorithms
- benchmark data sets
- machine learning methods
- machine learning
- decision trees
- predictive accuracy
- learning algorithm
- cognitive radio
- learning problems
- machine learning approaches
- input features
- machine learning models
- standard machine learning algorithms
- multiclass classification
- cognitive radio networks
- random forests
- wireless communication
- spectrum sensing
- communication systems
- data sets
- statistical machine learning
- supervised learning
- feature vectors
- feature selection
- supervised machine learning algorithms