9 papers
Distributed Online Learning for Time-Critical Communication in 6G Industrial Subnetworks
Samira Abdelrahman, Hossam Farag, Gilberto Berardinelli
6G industrial in-X subnetworks are expected to support highly time-critical alarm reporting in large-scale environments characterized by mobility, bursty event-driven traffic, and…
Toward Efficient Deployment and Synchronization in Digital Twins-Empowered Networks
Hossam Farag, Cedomir Stefanovic
Digital twins (DTs) are envisioned as a key enabler of the cyber-physical continuum in future wireless networks. However, efficient deployment and synchronization of DTs in dynamic…
Intelligent Radio Resource Slicing for 6G In-Body Subnetworks
Samira Abdelrahman, Hossam Farag
6G In-body Subnetworks (IBSs) represent a key enabler for supporting standalone eXtended Reality (XR) applications. IBSs are expected to operate as an underlay to existing cellular…
Using Visual Language Models to Control Bionic Hands: Assessment of Object Perception and Grasp Inference
Ozan Karaali, Hossam Farag, Strahinja Dosen +1
This study examines the potential of utilizing Vision Language Models (VLMs) to improve the perceptual capabilities of semi-autonomous prosthetic hands. We introduce a unified benc…
Distributed Learning for Reliable and Timely Communication in 6G Industrial Subnetworks
Samira Abdelrahman, Hossam Farag, Gilberto Berardinelli
Emerging 6G industrial networks envision autonomous in-X subnetworks to support efficient and cost-effective short range, localized connectivity for autonomous control operations.…
Enabling Next-Generation Cloud-Connected Bionic Limbs Through 5G Connectivity
Ozan Karaali, Hossam Farag, Strahinja Dosen +1
Despite the recent advancements in human-machine interfacing, contemporary assistive bionic limbs face critical challenges, including limited computational capabilities, high laten…