Automatic Modulation Classification in RIS-Assisted Wireless Communication Systems using Ensemble Learning Techniques.
Subramanyam Raghu VamsidharSoumya P. DashRenuka AcharyaDebasish GhoseYuan LinPublished in: VTC Fall (2023)
Keyphrases
- ensemble learning
- generalization ability
- ensemble classifier
- ensemble methods
- machine learning
- wireless communication systems
- classification accuracy
- base classifiers
- decision trees
- class labels
- pattern recognition
- training set
- support vector
- support vector machine svm
- support vector machine
- supervised learning
- unsupervised learning
- neural network
- ofdm system
- learning algorithm
- classification algorithm
- wireless networks
- knn
- feature extraction
- benchmark datasets
- prediction accuracy
- machine learning algorithms
- machine learning methods
- text classification
- image classification
- random forest
- image processing
- feature selection
- feature vectors