A method for identifying faulty cells using a classification tree-based UE diagnosis in LTE.
Pablo Muñoz LuengoRaquel BarcoE. CruzAna Gómez-AndradesEmil J. KhatibN. FaourPublished in: EURASIP J. Wirel. Commun. Netw. (2017)
Keyphrases
- classification method
- preprocessing
- detection method
- classification scheme
- support vector machine
- machine learning methods
- pattern recognition
- significant improvement
- classification process
- classification accuracy
- support vector machine svm
- cross validation
- high accuracy
- benchmark data sets
- feature space
- objective function
- supervised learning
- pattern classification
- training samples
- cost function
- decision trees
- accuracy rate
- machine learning
- decision rules
- clustering method
- dimensionality reduction
- feature extraction