4 papers
Towards Federated, Green, and Resilient 6G Non-Terrestrial Networks
Sarath Babu, Victor Baños-Gonzalez, Mario Cordina +20
This study focuses on future Non-Terrestrial Networks (NTN) integrated with Terrestrial Networks (TN) for future 5G/6G systems. NTN envisions a 3D architecture, where Low Earth Orb…
G-PIFNN: A Generalizable Physics-informed Fourier Neural Network Framework for Electrical Circuits
Ibrahim Shahbaz, Mohammad J. Abdel-Rahman, Eman Hammad
Physics-Informed Neural Networks (PINNs) have advanced the data-driven solution of differential equations (DEs) in dynamic physical systems, yet challenges remain in explainability…
A Framework for AI-Native Semantic-Based Dynamic Slicing for 6G Networks
Mayukh Roy Chowdhury, Eman Hammad, Lauri Loven +3
In the ensuing ultra-dense and diverse environment in future \ac{6G} communication networks, it will be critical to optimize network resources via mechanisms that recognize and cat…
Situational Awareness for Safe and Robust Multi-Agent Interactions Under Uncertainty
Benjamin Alcorn, Eman Hammad
Multi-agent systems are prevalent in a wide range of domains including power systems, vehicular networks, and robotics. Two important problems to solve in these types of systems ar…