Automatic Modulation Classification under IQ Imbalance Using Supervised Learning.
Marc LichtmanWilliam C. HeadleyJeffrey H. ReedPublished in: MILCOM (2013)
Keyphrases
- supervised learning
- unsupervised learning
- supervised classification
- pattern recognition
- class labels
- supervised machine learning
- classification accuracy
- machine learning
- class imbalance
- statistical classification
- pattern classification
- statistical learning
- training set
- support vector
- automatic classification
- classification method
- classification scheme
- accurate classification
- training examples
- benchmark datasets
- training data
- image classification
- feature vectors
- active learning
- support vector machine svm
- feature selection
- feature extraction
- reinforcement learning
- classification models
- learning problems
- learning tasks
- classification algorithm
- decision rules
- cross validation
- text classification
- training samples
- fully automatic
- semi supervised
- semi automatic
- class distribution
- preprocessing
- neural network
- classification process
- learning algorithm
- supervised and unsupervised learning
- data mining