Research Areas

Overview

Im generally interested in the topics (network) information theory, physical layer security, machine learning and deep learning. During my Ph.D., I have focused on constant-gap capacity approximations with deterministic models, interference alignment techniques for multi-user networks and physical layer security. Now, I am looking into deep learning applications for wireless communication and physical layer security. Moreover, I am interested in efficient mutual information estimation and alternative security metrics.