To date, the rollout of 5G (5 th generation of mobile communications) has been ongoing for more than two years, with most of it still to come. Meanwhile, Key-Performance Indicators …
Sixth-generation communication networks must be highly dependable due to the foreseen connectivity of critical infrastructures through them. Dependability is a compound metric of …
D Van Huynh, VD Nguyen… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
For future networks, it is highly demanding to satisfy a wide range of time-sensitive and computation-intensive services. This is a very challenging task, since it requires a …
Y Ding, Z Yang, QV Pham, Y Hu… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
The unmanned aerial vehicle (UAV) swarms have shown great potential to serve next- generation communication networks with their extraordinary flexibility, affordability, and the …
M Fu, Y Shi, Y Zhou - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
Federated learning (FL) has emerged as a promising alternative to centralized machine learning for exploiting large amounts of data generated by networks while ensuring data …
The increasing complexity of deep neural networks poses significant barriers to democratizing them to resource-limited edge devices. To address this challenge, split …
Vertical federated learning (FL) is a collaborative machine learning framework that enables devices to learn a global model from the feature-partition datasets without sharing local raw …
W Yu, Y Shen, H He, X Yu, J Zhang… - … 2022-2022 IEEE …, 2022 - ieeexplore.ieee.org
Terahertz ultra-massive multiple-input multiple-output (THz UM-MIMO) is envisioned as one of the key enablers of 6G wireless systems. Due to the joint effect of its large array aperture …
In this paper, we study unmanned aerial vehicles (UAVs) assisted wireless data aggregation (WDA) in multi-cluster networks, where multiple UAVs simultaneously perform different WDA …