Wireless device classification through transmitter imperfections - Evaluation of performance degradation due to the chip heating.
Martin PospísilRoman MarsálekTomás GotthansPublished in: RWS (2017)
Keyphrases
- classification accuracy
- support vector
- pattern recognition
- feature space
- decision trees
- text classification
- low cost
- feature vectors
- support vector machine
- feature selection
- ultra low power
- portable devices
- class labels
- support vector machine svm
- image classification
- high speed
- mobile devices
- training set
- feature extraction
- machine learning
- feature set
- supervised learning
- classification models
- high density
- hand held devices