Wireless Channel Modeling and Estimation by Artificial Neural Networks

ISBN-13: 9783863599690 / Angielski / Miękka / 146 str.

Saeed Shojaee

Opis

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.