CSI fingerprinting with SVM regression to achieve device-free passive localization.
Rui ZhouJiesong ChenXiang LuJia WuPublished in: WoWMoM (2017)
Keyphrases
- support vector
- support vector machine svm
- support vector machine
- support vector machines for classification
- regression problems
- svm classifier
- regression model
- machine learning
- feature vectors
- kernel function
- classification and regression problems
- generalization ability
- face recognition
- ridge regression
- multi class
- kernel methods
- artificial neural networks
- linear regression
- support vector regression
- training data
- regression algorithm
- classification algorithm
- polynomial kernels
- kernel ridge regression
- model selection