AI for Network Optimization

under construction.

Team

Dr. Omar Alhussein

Assistant Professor

Ala' Alsamarneh

PhD Student, MSc from Jordan University of Science and Technology

Multiagent-based network optimization

Henok Daniel

Research Assistant, BSc from Khalifa University, UAE

Open-source NWDAF and AI-native network intelligence on a 5G testbed

Covert IRS-UAV Networks Empowered by Deep Reinforcement Learning
E. M. Ghourab, O. Alhussein, D. Mi, Q. Ye, and S. Muhaidat
IEEE J. Selected Areas Commun., vol. 44, pp. 1813–1826, 2026.
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Deep Reinforcement Learning for Resource Sharing and UAV Trajectory Optimization in Multi-Operator UAV-Assisted Wireless Networks
A. H. Arani, X. Fernando, O. Alhussein, and Y. Zhu
IEEE Trans. Veh. Technol., vol. 75, no. 8, pp. 18339–18356, 2026.
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Enhanced Open-Source NWDAF for Event-Driven Analytics in 5G Networks
H. Kahsay Daniel, O. Alhussein, J. Liang, C. Li, and E. Damiani
in Proc. IFIP Networking Workshops, 2025.
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Active ML for 6G: Towards Efficient Data Generation, Acquisition, and Annotation
O. Alhussein, N. Zhang, S. Muhaidat, and W. Zhuang
CoRR abs/2406.03630v1, June 2024.
Download pre-print · Code available