79 citations · 151 across the 39 of their papers we have counts for
5 papers · 1 filter
Characterization of the Global Bias Problem in Aerial Federated Learning
Ruslan Zhagypar, Nour Kouzayha, Hesham ElSawy +2
Unmanned aerial vehicles (UAVs) mobility enables flexible and customized federated learning (FL) at the network edge. However, the underlying uncertainties in the aerial-terrestria…
Equitable 6G Access Service via Cloud-Enabled HAPS for Optimizing Hybrid Air-Ground Networks
Rawan Alghamdi, Hayssam Dahrouj, Tareq Al-Naffouri +1
The evolvement of wireless communication services concurs with significant growth in data traffic, thereby inflicting stringent requirements on terrestrial networks. This work invi…
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…
Machine Learning-Based User Scheduling in Integrated Satellite-HAPS-Ground Networks
Hayssam Dahrouj, Shasha Liu, Mohamed-Slim Alouini
Integrated space-air-ground networks promise to offer a valuable solution space for empowering the sixth generation of communication networks (6G), particularly in the context of c…
Joint User Association and Beamforming in Integrated Satellite-HAPS-Ground Networks
Shasha Liu, Hayssam Dahrouj, Mohamed-Slim Alouini
This paper proposes, and evaluates the benefit of, one particular hybrid satellite-HAPS-ground network, where one high-altitude-platform-station (HAPS) connected to one geo-satelli…