26 citations · 99 across the 15 of their papers we have counts for
11 papers · 1 filter
Uncertainty-Aware Federated Learning for Joint Communication and Computation in XR Systems
Robert-Jeron Reifert, Hayssam Dahrouj, Alaa Alameer Ahmad +2
The convergence of communication and computation, empowered by artificial intelligence (AI) enhanced capabilities, emerges as a key enabler for realizing the promising functionalit…
Deep Unfolded Fractional Optimization for Maximizing Robust Throughput in 6G Networks
Anh Thi Bui, Robert-Jeron Reifert, Hayssam Dahrouj +1
The sixth-generation (6G) of wireless communication networks aims to leverage artificial intelligence tools for efficient and robust network optimization. This is especially the ca…
Resilience and Criticality: Brothers in Arms for 6G
Robert-Jeron Reifert, Yasemin Karacora, Christina Chaccour +2
In this paper, we develop the first comprehensive tutorial on designing future 6G networks that synergistically integrate notions of resilience and criticality from the ground up.…
Robust Communication and Computation using Deep Learning via Joint Uncertainty Injection
Robert-Jeron Reifert, Hayssam Dahrouj, Alaa Alameer Ahmad +2
The convergence of communication and computation, along with the integration of machine learning and artificial intelligence, stand as key empowering pillars for the sixth-generati…
Extended Reality via Cooperative NOMA in Hybrid Cloud/Mobile-Edge Computing Networks
Robert-Jeron Reifert, Hayssam Dahrouj, Aydin Sezgin
Extended reality (XR) applications often perform resource-intensive tasks, which are computed remotely, a process that prioritizes the latency criticality aspect. To this end, this…
Optimizing the Age of Information in Mixed-Critical Wireless Communication Networks
Robert-Jeron Reifert, Stefan Roth, Aydin Sezgin
Beyond fifth generation wireless communication networks (B5G) are applied in many use-cases, such as industrial control systems, smart public transport, and power grids. Those appl…
Joint Communication and Computation in Hybrid Cloud/Mobile Edge Computing Networks
Robert-Jeron Reifert, Hayssam Dahrouj, Basem Shihada +3
Facing a vast amount of connections, huge performance demands, and the need for reliable connectivity, the sixth generation of communication networks (6G) is envisioned to implemen…
Comeback Kid: Resilience for Mixed-Critical Wireless Network Resource Management
Robert-Jeron Reifert, Stefan Roth, Alaa Alameer Ahmad +1
The future sixth generation (6G) of communication systems is envisioned to provide numerous applications in safety-critical contexts, e.g., driverless traffic, modular industry, an…
Energy Efficiency in Rate-Splitting Multiple Access with Mixed Criticality
Robert-Jeron Reifert, Stefan Roth, Alaa Alameer Ahmad +1
Future sixth generation (6G) wireless communication networks face the need to similarly meet unprecedented quality of service (QoS) demands while also providing a larger energy eff…
Rate-Splitting Multiple Access in Cache-Aided Cloud-Radio Access Networks
Robert-Jeron Reifert, Alaa Alameer Ahmad, Yijie Mao +2
Rate-splitting multiple access (RSMA) has been recognized as a promising physical layer strategy for 6G. Motivated by ever increasing popularity of cache-enabled content delivery i…
Distributed Resource Management in Downlink Cache-Enabled Multi-Cloud Radio Access Networks
Robert-Jeron Reifert, Alaa Alameer Ahmad, Hayssam Dahrouj +4
In light of the premises of beyond fifth generation (B5G) networks, the need for better exploiting the capabilities of cloud-enabled networks arises, so as to cope with the large-s…