Charles Montes

Machine learning optimization for dynamic spectrum awareness

This dissertation proposed a machine learning-based approach focused on improving dynamic spectrum awareness in wireless communications. The approach is comprised of four main components: network optimization with genetic algorithm convolutional neural networks (GACNN), which focuses on optimizing neural network archit...