Detection of RF devices based on their unintended electromagnetic emissions using Principal Components Analysis.
Shikhar P. AcharyaIvan G. GuardiolaPublished in: WTS (2013)
Keyphrases
- principal components analysis
- multivariate statistical analysis
- dimensionality reduction
- exploratory data analysis
- detection algorithm
- automatic detection
- covariance matrix
- mobile devices
- object detection
- false alarms
- principal components
- false positives
- image processing
- linear discriminant analysis
- detection rate
- feature extraction
- radio frequency
- text categorisation
- high frequency
- support vector machine
- optimal solution
- decision trees
- data sets