SVM and Dimensionality Reduction in Cognitive Radio with Experimental Validation
Shujie HouRobert C. QiuZhe ChenZhen HuPublished in: CoRR (2011)
Keyphrases
- cognitive radio
- dimensionality reduction
- spectrum sensing
- feature selection
- support vector machine svm
- cognitive radio networks
- support vector
- feature space
- wireless communication
- principal component analysis
- support vector machine
- feature extraction
- kernel function
- cooperative spectrum sensing
- high dimensional
- kernel pca
- communication systems
- knn
- wireless networks
- base station
- power control
- principal components
- data points
- pattern recognition
- computer simulation
- cellular networks
- key technologies
- machine learning
- feature vectors
- kernel methods
- data sets
- face recognition
- information systems