Network management tools are usually inherited from one generation to another. This was
successful since these tools have been kept in check and updated regularly to fit new …

Integrating artificial intelligence (AI) into wireless networks has drawn significant interest in
both industry and academia. A common solution is to replace partial or even all modules in …

The fifth generation (5G) wireless system plays a crucial role to realize future network
applications with diverse services requirements. The 3rd Generation Partnership Project …

The massive growth in mobile data traffic and the heterogeneity and stringency of Quality of
Service (QoS) requirements of various applications have put significant pressure on the …

In this paper, we develop a knowledge-assisted deep reinforcement learning (DRL)
algorithm to design wireless schedulers in the fifth-generation (5G) cellular networks with …

Radio access network (RAN) in 5G is expected to satisfy the stringent delay requirements of
a variety of applications. The packet scheduler plays an important role by allocating …

5G New Radio (NR) introduces several key features to support the new emerging vertical
industry use-cases, mainly:(1) Different numerology that gives more flexibility in managing …

Dominated by delay-sensitive and massive data applications, radio resource management
in 5G access networks is expected to satisfy very stringent delay and packet loss …

Over the years, several research groups have been developing effective and efficient
scheduling algorithms to enhance the quality of service of mobile communication networks …

The expected diversity of services and the variety of use cases in 5G networks will require a
flexible Radio Resource Management able to satisfy the heterogeneous Quality of Service …