Signal detection effects on deep neural networks utilizing raw IQ for modulation classification.
Steven C. HauserWilliam C. HeadleyAlan J. MichaelsPublished in: MILCOM (2017)
Keyphrases
- signal detection
- neural network
- pattern recognition
- classification accuracy
- feature vectors
- decision trees
- classification systems
- pattern classification
- image classification
- support vector
- classification process
- automatic classification
- weak signal
- learning vector quantization
- classification scheme
- machine learning methods
- feature space
- machine learning
- self organizing maps
- training process
- support vector machine
- information systems
- classification algorithm
- classification method
- raw data
- text classification
- multilayer perceptron
- active learning
- artificial neural networks
- neural networks and support vector machines
- data sets