Statistical spectrum occupancy prediction for dynamic spectrum access: a classification.
Hamid EltomSithamparanathan KandeepanRobin J. EvansYing-Chang LiangBranko RisticPublished in: EURASIP J. Wirel. Commun. Netw. (2018)
Keyphrases
- prediction accuracy
- classification accuracy
- maximum entropy modeling
- pattern recognition
- feature space
- machine learning
- information theoretic
- decision trees
- unsupervised learning
- text classification
- prediction algorithm
- ensemble classifier
- classification systems
- classification rate
- pattern classification
- svm classifier
- class labels
- support vector machine
- decision rules
- support vector
- dynamic environments
- classification models
- statistical analysis
- supervised learning
- model selection
- power spectrum
- feature set
- predictive modeling
- least squares support vector machine
- neural networks and support vector machines
- artificial neural networks