Search Results for author: Ali Nauman

Found 2 papers, 0 papers with code

Efficient Resource Allocation and User Association in NOMA-Enabled Vehicular-Aided HetNets with High Altitude Platforms

no code implementations22 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.

Dynamic Resource Management in Integrated NOMA Terrestrial-Satellite Networks using Multi-Agent Reinforcement Learning

no code implementations18 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.

Management Multi-agent Reinforcement Learning

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