no code implementations • 22 Jan 2024 • Ali Nauman, Mashael Maashi, Hend K. Alkahtani, Fahd N. Al-Wesabi, Nojood O Aljehane, Mohammed Assiri, Sara Saadeldeen Ibrahim, Wali Ullah Khan
The joint resource allocation optimization problem consists of three sub-problems: bandwidth allocation, user association, and transmission power allocation.
no code implementations • 18 Oct 2023 • Ali Nauman, Haya Mesfer Alshahrani, Nadhem Nemri, Kamal M. Othman, Nojood O Aljehane, Mashael Maashi, Ashit Kumar Dutta, Mohammed Assiri, Wali Ullah Khan
Through extensive simulations, we demonstrate that our approach surpasses conventional single-agent deep reinforcement learning algorithms in addressing cache design and resource allocation challenges in integrated terrestrial-satellite networks.