16 citations · 18 across the 7 of their papers we have counts for
7 papers
Towards Secure and Interoperable Data Spaces for 6G: The 6G-DALI Approach
Dimitrios Amaxilatis, Themistoklis Sarantakos, Nikolaos Tsironis +2
The next generation of mobile networks, 6G, is expected to enable data-driven services at unprecedented scale and complexity, with stringent requirements for trust, interoperabilit…
Enhancing AI Transparency: XRL-Based Resource Management and RAN Slicing for 6G ORAN Architecture
Suvidha Mhatre, Ferran Adelantado, Kostas Ramantas +1
This research introduces an advanced Explainable Artificial Intelligence (XAI) framework designed to elucidate the decision-making processes of Deep Reinforcement Learning (DRL) ag…
Energy-Efficient Intra-Domain Network Slicing for Multi-Layer Orchestration in Intelligent-Driven Distributed 6G Networks: Learning Generic Assignment Skills with Unsupervised Reinforcement Learning
Navideh Ghafouri, John S. Vardakas, Kostas Ramantas +1
Since the 6th Generation (6G) of wireless networks is expected to provide a new level of network services and meet the emerging expectations of the future, it will be a complex and…
ADROIT6G DAI-driven Open and Programmable Architecture for 6G Networks
Christophoros Christophorou, Iacovos Ioannou, Vasos Vassiliou +10
In the upcoming 6G era, mobile networks must deal with more challenging applications (e.g., holographic telepresence and immersive communication) and meet far more stringent applic…
NetROS-5G: Enhancing Personalization through 5G Network Slicing and Edge Computing in Human-Robot Interactions
Anestis Dalgkitsis, Christos Verikoukis
Robots are increasingly being used in a variety of applications, from manufacturing and healthcare to education and customer service. However, the mobility, power, and price points…
Intelligent QoS aware slice resource allocation with user association parameterization for beyond 5G ORAN based architecture using DRL
Suvidha Mhatre, Ferran Adelantado, Kostas Ramantas +1
The diverse requirements of beyond 5G services increase design complexity and demand dynamic adjustments to the network parameters. This can be achieved with slicing and programmab…
AIaaS for ORAN-based 6G Networks: Multi-time Scale Slice Resource Management with DRL
Suvidha Mhatre, Ferran Adelantado, Kostas Ramantas +1
This paper addresses how to handle slice resources for 6G networks at different time scales in an architecture based on an open radio access network (ORAN). The proposed solution i…