Automatic Modulation Classification in Real Tx/Rx Environment using Machine Learning and SDR.
Rafael S. FurtadoYasmim P. TorresMateus O. SilvaGeorgio S. ColaresAntônio M. C. PereiraDiego A. AmoedoMyke D. M. ValadãoCelso B. CarvalhoAndré L. A. da CostaWaldir S. S. JuniorPublished in: ICCE (2021)
Keyphrases
- machine learning
- machine learning methods
- pattern recognition
- supervised machine learning
- decision trees
- text classification
- classification accuracy
- classification method
- statistical classification
- feature selection
- real time
- model selection
- support vector machine
- mobile robot
- feature vectors
- classification scheme
- supervised classification
- semi automatic
- decision rules
- learning algorithm
- machine learning algorithms
- dynamic environments
- knowledge acquisition
- support vector
- computational intelligence
- supervised learning
- feature space
- feature construction
- statistical learning
- classification models
- classification rules
- real world
- automatic classification
- text categorization
- feature extraction
- knowledge discovery
- data mining
- class labels
- machine learning models
- training data
- classification process
- classification systems
- machine learning approaches
- data analysis
- evolutionary algorithm
- image classification
- training samples
- pattern classification
- learning tasks
- statistical methods
- fully automatic
- benchmark datasets