Using self-optimization techniques is the only viable solution for increasing the efficiency in
next generation mobile networks. The goal of proposing a self-optimization model is to …

One of the current challenges in providing high bitrate services in next generation mobile
networks is limitation of available resources. The goal of proposing a self-optimization model …

With regard to the increasing growth of demands in order to provide various services and
high-speed in new generation of mobile telecommunications, one of the challenges ahead …

It is essential to satisfy class-specific QoS constraints to provide broadband services for new
generation wireless networks. A self-optimization technique is introduced as the only viable …

The next-generation wireless networks are evolving into very complex systems because of
the very diversified service requirements, heterogeneity in applications, devices, and …

Self-organization is a key concept in long-term evolution (LTE) systems to reduce capital
and operational expenditures (CAPEX and OPEX). Self-optimization of coverage and …

The throughput maximization in multi-hop wireless networks is largely limited by interference
due to the reuse of the channel resources. Although machine learning (ML) can accelerate …

The objective of this paper is to study the key technology of the mobile communication
network optimization system based on artificial intelligence technology. Specific Content …

Most of the methods in operators' current 5G networks use expert knowledge assisted by
machine learning algorithms to generate optimization decisions. However, these methods …

Self-Organization networking (SON) consists of function sets which are responsible for
automatically reliable configuring, planning and optimizing next generation mobile networks …