Radar Emitter Signal Recognition Based on Feature Selection and Support Vector Machines.
Gexiang ZhangZhexin CaoYajun GuWeidong JinLaizhao HuPublished in: ICIC (1) (2005)
Keyphrases
- support vector
- feature selection
- signal processing
- learning machines
- large margin classifiers
- radar signal
- feature extraction
- classification accuracy
- target recognition
- automatic target recognition
- object recognition
- recognition rate
- support vector machine
- pattern recognition
- feature space
- text categorization
- loss function
- phased array
- machine learning
- recognition accuracy
- cross validation
- svm classifier
- logistic regression
- text classification
- feature ranking
- radar images
- hyperplane
- recognition algorithm
- received signal
- high frequency
- action recognition
- multi class
- linear discriminant analysis
- high dimensionality
- unsupervised learning
- generalization ability
- mutual information
- maximum margin
- character recognition
- principal component analysis
- sar imaging
- feature set
- knn
- image classification
- support vector regression
- kernel function
- feature subset
- kernel methods
- model selection
- naive bayes
- frequency domain