In the emerging 5G radio networks, beamforming-capable nodes are able to densely cover
narrow areas with a high-quality signal. Such systems require high-level handover …

An overview is devoted to the automation of fifth-generation mobile communications based
on the use of artificial intelligence. We suggest using GRU recurrent neural networks, as …

With the development of wireless communication technologies and explosive increases
number of UEs, data traffic grows rapidly so that much denser deployment is essential. More …

As wireless networks are evolving into 5G, tremendous amount of data will be shared on the
newly developed open source platforms. These data can be used in developing new …

Big Data and Artificial Intelligence are new technologies to improve indoor localization. It
focuses on the use of machine learning probabilistic algorithms to extract, model and …

In typical wireless cellular systems, the handover mechanism involves reassigning an
ongoing session handled by one cell into another. In order to support increased capacity …

As the development of the 4th industry begins, LBS (Location Based Service) technology is
drawing attention. AI (Artificial Intelligence), IoT (Internet of Things), and Big Data, which are …

In modern radio networks with large antenna arrays and precise beamforming techniques,
accurate user positioning plays a key role in enabling seamless mobility management, link …

Good mobility performance is critical in cellular networks for ensuring that each user is
always connected to the best possible cell and that the handovers are executed timely to …

Ultra-dense network deployment has been proposed as a key technique for achieving
capacity goals in the fifth-generation (5G) mobile communication system. However, the …