Improved line-of-sight/non-line-of-sight classification methods for pulsed ultrawideband localisation.
Arash AbbasiHuaping LiuPublished in: IET Commun. (2014)
Keyphrases
- machine learning methods
- classification method
- preprocessing
- cross validation
- benchmark datasets
- density estimation
- machine learning algorithms
- benchmark data sets
- classification systems
- data sets
- empirical studies
- significant improvement
- decision trees
- classification models
- multiclass classification
- terms of classification accuracy
- robust classification
- higher classification accuracy
- support vector machine svm
- text classification
- data mining techniques
- multi class
- feature extraction
- feature selection
- neural network