Automatic modulation classification with 2D transforms and convolutional neural network.
Hanan S. GhanemMohamed R. ShoaibSafaa El-GazarHeba M. EmaraWalid El ShafaiSamia Abd El-MoneimAdel S. El-FishawyTaha E. TahaHesham F. A. HamedGhada M. El BanbyMaha ElsabroutyEl-Sayed M. El-RabaieFathi E. Abd El-SamieGerges M. SalamaPublished in: Trans. Emerg. Telecommun. Technol. (2022)
Keyphrases
- convolutional neural network
- decision trees
- classification method
- training samples
- pattern classification
- text classification
- pattern recognition
- statistical classification
- classification process
- classification scheme
- support vector machine
- image classification
- semi automatic
- support vector machine svm
- machine learning
- feature selection
- data mining
- model selection
- feature space
- object recognition
- decision rules
- support vector
- feature extraction
- fully automatic
- multi class
- document classification
- automatic classification
- training set
- object classification
- classification systems
- features extraction
- preprocessing