Using the Power Delay Profile to Accelerate the Training of Neural Network-Based Classifiers for the Identification of LOS and NLOS UWB Propagation Conditions.
Valentín BarralTomás Domínguez-BolañoCarlos J. EscuderoJosé Antonio García-NayaPublished in: IEEE Access (2020)
Keyphrases
- training set
- test set
- training samples
- training examples
- multipath
- support vector
- classifier training
- training data
- supervised learning
- neural network
- communication systems
- trained classifiers
- supervised training
- sufficient conditions
- feature selection
- training set size
- ultra wideband
- linear svm
- classification algorithm
- training process
- classification performances
- labeled training data
- boosted classifiers
- sufficient training data
- class labels
- machine learning algorithms
- classification accuracy
- training dataset
- learning objects
- semi supervised
- active learning
- artificial neural networks
- metadata
- machine learning
- data sets