Optimizing Spectrum Prediction in Cognitive Radio: Genetic Algorithm-Enhanced Neural Networks and Radial Basis Functions.
Sam AnsariAntanios KaissarTarek KhaterKhawla A. AlnajjarSoliman A. MahmoudAbir HussainPublished in: DeSE (2023)
Keyphrases
- cognitive radio
- radial basis function
- neural network
- radial basis function neural network
- genetic algorithm
- cognitive radio networks
- spectrum sensing
- artificial neural networks
- multi layer perceptron
- multilayer perceptron
- mackey glass
- rbf neural network
- rbf network
- wireless communication
- radial basis function network
- activation function
- rbfnn
- function approximation
- hidden layer
- fuzzy logic
- wireless networks
- communication systems
- back propagation
- support vector machine svm
- chaotic time series
- basis functions
- support vector
- pattern recognition
- key technologies
- base station
- cellular networks
- support vector machine
- data mining
- feed forward
- user centric
- computer simulation
- wireless sensor networks
- data processing