I received my Masters degree in computer and communication engineering at Lebanese International University, in 2020. My research work was focused on resource allocation in 5G systems, especially in NOMA-based systems. Since November 2021, I am working as PhD student at Université Paris Saclay, at Laboratoire des Signaux et Systèmes-CentraleSupélec, under the supervision of Prof. Jalel BEN OTHMAN and Prof. Sahar HOTEIT