1 citations · 1 across the 14 of their papers we have counts for
4 papers · 1 filter
Learning Latent Wireless Dynamics from Channel State Information
Charbel Bou Chaaya, Abanoub M. Girgis, Mehdi Bennis
In this work, we propose a novel data-driven machine learning (ML) technique to model and predict the dynamics of the wireless propagation environment in latent space. Leveraging t…
Time-Series JEPA for Predictive Remote Control under Capacity-Limited Networks
Abanoub M. Girgis, Alvaro Valcarce, Mehdi Bennis
In remote control systems, transmitting large data volumes (e.g., images, video frames) from wireless sensors to remote controllers is challenging when uplink capacity is limited (…
Intent-Aware DRL-Based NOMA Uplink Dynamic Scheduler for IIoT
Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce +1
We investigate the problem of supporting Industrial Internet of Things user equipment (IIoT UEs) with intent (i.e., requested quality of service (QoS)) and random traffic arrival.…
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…