This dissertation establishes a novel framework to automate site-specific wireless channel
model generation via Deep neural networks. An approach for ray tracing and creation of
distribution-free channel modeling by generative adversarial networks is proposed. Moreover a
communication network consist of deep neural network transceivers is presented for the next
generation of communication.