Next-generation wireless networks are expected to support extremely high data rates and
radically new applications, which require a new wireless radio technology paradigm. The …

With the unprecedented rise in traffic demand and mobile subscribers, real-time fine-grained
optimization frame-works are crucial for the future of cellular networks. Indeed, rigid and …

In the era of Autonomous Networks (ANs), artificial intelligence (AI) plays a crucial role for
their development in cellular networks, especially in 5G-and-beyond networks. The …

This paper deals with the use of emerging deep learning techniques in future wireless
communication networks. It will be shown that the data-driven approaches should not …

This paper proposes an novel knowledge-driven approach for resource allocation in device-
to-device (D2D) networks using a graph neural network (GNN) architecture. To meet the …

In the realm of modern wireless networks, the integration of wireless sensing and
communication systems is pivotal, especially in the context of the forthcoming 6G Internet of …

The sixth generation (6G) of mobile networks will adopt on-demand self-reconfiguration to
fulfill simultaneously stringent key performance indicators and overall optimization of usage …

With the high increase in the number of connected devices, the 6G network optimizations
cannot rely only on protocols and architecture customizations as in 5G. Instead, a better …

An expected plethora of demanding services and use cases mandates a revolutionary shift
in the way future wireless network resources are managed. Indeed, when application …

As the 5G standard is being completed, academia and industry have begun to consider a
more developed cellular communication technique, 6G, which is expected to achieve high …