activity
20242026
collaborators

7 papers

cs.LG2026

JEPA for AI-Native 6G: Predictive Representations and Open Challenges

Sheikh Salman Hassan, Irshad A. Meer, Almoatssimbillah Saifaldawla +9

Sixth-generation (6G) networks are moving toward AI-native operation, where learning modules are embedded across the radio access network (RAN), edge, and core. This transition req…

cs.NI2026

Resilience Optimization in 6G and Beyond Integrated Satellite-Terrestrial Networks: A Deep Reinforcement Learning Approach

Dinh-Hieu Tran, Nguyen Van Huynh, Van Nhan Vo +3

Ensuring network resilience in 6G and beyond is essential to maintain service continuity during base station (BS) outages due to failures, disasters, attacks, or energy-saving oper…

eess.SP2025

Low-Complexity Channel Estimation Protocol for Non-Diagonal RIS-Assisted Communications

Mostafa Samy, Hayder Al-Hraishawi, Abuzar B. M. Adam +3

Non-diagonal reconfigurable intelligent surfaces (RISs) offer enhanced wireless signal manipulation over conventional RIS by enabling the incident signal on any of its elements…

eess.SP2025

Pinching Antenna Systems versus Reconfigurable Intelligent Surfaces in mmWave

Mostafa Samy, Hayder Al-Hraishawi, Madyan Alsenwi +3

Flexible and intelligent antenna designs, such as pinching antenna systems and reconfigurable intelligent surfaces (RIS), have gained extensive research attention due to their pote…

cs.NI2025

Network Digital Twin for 6G and Beyond: An End-to-End View Across Multi-Domain Network Ecosystems

Dinh-Hieu Tran, Nazar Waheed, Yuris Mulya Saputra +12

With the rapid development of technology, the number of smart mobile users is increasing, accompanied by growing demands from applications such as virtual/augmented reality (VR/XR)…

cs.NI2025

Joint Beamforming and Trajectory Optimization for Multi-UAV-Assisted Integrated Sensing and Communication Systems

Yan Kyaw Tun, Nway Nway Ei, Sheikh Salman Hassan +4

In this paper, we investigate beamforming design and trajectory optimization for a multi-unmanned aerial vehicle (UAV)-assisted integrated sensing and communication (ISAC) system.…