LOS/NLOS Identification Based on Stable Distribution Feature Extraction and SVM Classifier for UWB On-Body Communications.
Mohamed TabaaCamille DiouRachid SaadaneAbbas DandachePublished in: J. Ubiquitous Syst. Pervasive Networks (2015)
Keyphrases
- svm classifier
- support vector machine svm
- feature extraction
- image classification
- feature vectors
- support vector machine
- communication systems
- support vector
- principle component analysis
- multipath
- ultra wideband
- learning objects
- training set
- svm classification
- feature space
- support vectors
- linear discriminant analysis
- kernel function
- hyperplane
- selected features
- metadata
- decision function
- extracted features
- fold cross validation
- human body
- data mining
- knn
- feature selection
- computer vision
- communication networks
- dimension reduction
- end to end
- texture features
- linear classifiers
- principal component analysis
- multi class
- image features
- face recognition
- support vector machine classifier