Towards a Robust and Efficient Classifier for Real World Radio Signal Modulation Classification.
Dancheng LiuKazim ErgunTajana Simunic RosingPublished in: ICASSP (2023)
Keyphrases
- real world
- classification method
- classification process
- classification algorithm
- classification scheme
- robust classification
- support vector
- classification rate
- class labels
- decision trees
- feature space
- support vector machine
- classification models
- classifier combination
- feature selection
- pattern recognition
- svm classifier
- higher classification accuracy
- computationally efficient
- training samples
- training set
- final classification
- classification accuracy
- multiple classifiers
- feature set
- binary classifiers
- nearest neighbor classifier
- learning vector quantization
- feature extraction
- feature extraction and classification
- high classification accuracy
- multi category
- probabilistic classifiers
- text classifiers
- multiple classifier systems
- individual classifiers
- machine learning
- signal detection
- multiclass classification
- feature vectors
- ensemble classifier
- nearest neighbour
- decision boundary
- signal processing
- roc curve
- k nearest neighbour
- fuzzy support vector machine
- highly discriminative
- image classification
- data sets
- learning algorithm
- radio frequency
- bayesian classifier
- fold cross validation
- pattern classification
- text classification
- supervised learning
- knn
- received signal
- classification decisions