DFT signal detection and channelization with a deep neural network modulation classifier.
Nathan E. WestKellen HarwellBen McCallPublished in: DySPAN (2017)
Keyphrases
- signal detection
- neural network
- fuzzy artmap
- learning vector quantization
- backpropagation neural network
- multi layer perceptron
- weak signal
- low signal to noise ratio
- probabilistic neural network
- mlp neural networks
- training data
- pattern recognition
- back propagation
- binary decision tree
- nearest neighbour
- training process
- learning algorithm
- feature space
- training set
- artificial neural networks
- fuzzy classifier
- support vector machine
- training examples
- genetic algorithm
- feature selection
- linear classifiers
- neural network model
- fault diagnosis
- frequency domain
- activation function
- class labels
- decision trees
- neural network is trained
- feature maps
- knn
- training samples
- learning classifier systems
- fourier transform
- classification scheme
- fuzzy logic
- incremental learning
- data sets
- feature set
- machine learning
- svm classifier
- classification algorithm
- classifier combination
- discrete fourier transform
- random noise
- fuzzy rules
- classification rate
- neural nets