144 citations · 191 across the 4 of their papers we have counts for
5 papers
Intent Profiling and Translation Through Emergent Communication
Salwa Mostafa, Mohammed S. Elbamby, Mohamed K. Abdel-Aziz +1
To effectively express and satisfy network application requirements, intent-based network management has emerged as a promising solution. In intent-based methods, users and applica…
Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction
Mohamed K. Abdelaziz, Mohammed S. Elbamby, Sumudu Samarakoon +1
Cooperative multi-agent reinforcement learning (MARL) for navigation enables agents to cooperate to achieve their navigation goals. Using emergent communication, agents learn a com…
Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning
Mohamed K. Abdel-Aziz, Cristina Perfecto, Sumudu Samarakoon +2
Cooperative perception plays a vital role in extending a vehicle's sensing range beyond its line-of-sight. However, exchanging raw sensory data under limited communication resource…
Optimized Age of Information Tail for Ultra-Reliable Low-Latency Communications in Vehicular Networks
Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Chen-Feng Liu +2
While the notion of age of information (AoI) has recently been proposed for analyzing ultra-reliable low-latency communications (URLLC), most of the existing works have focused on…
Ultra-Reliable and Low-Latency Vehicular Communication: An Active Learning Approach
Mohamed K. Abdel-Aziz, Sumudu Samarakoon, Mehdi Bennis +1
In this letter, an age of information (AoI)-aware transmission power and resource block (RB) allocation technique for vehicular communication networks is proposed. Due to the highl…