Classification and Processing of Communication Signals through Deep Learning

Abstract

The field of Artificial Intelligence has found applications in many different fields ranging from Robotics, Computer Vision to Bio-Medical Imaging and even Communication Sys tems. In recent years, the use of deep learning algorithms has exploded into virtually all areas of scientific research. As in other fields, Deep Learning is now being utilized in Radar and Communication systems to handle the challenges confronted at the lower or physical layers of the system which was previously handled by traditional signal process ing algorithms. The goal of this study is to create Deep Learning models which will be used for classification of different modulation schemes under realistic signal scenarios.