With the proliferation of wireless devices, wireless networks in various forms have become
global information infrastructure and an important part of our daily life, which, at the same …

Driven by the demand to accommodate today's growing mobile traffic, 5G is designed to be
a key enabler and a leading infrastructure provider in the information and communication …

The sixth generation (6G) wireless communication network presents itself as a promising
technique that can be utilized to provide a fully data-driven network evaluating and …

The growing network density and unprecedented increase in network traffic, caused by the
massively expanding number of connected devices and online services, require intelligent …

A fully operative and efficient 5G network cannot be complete without the inclusion of
artificial intelligence (AI) routines. Existing 4G networks with all-IP (Internet Protocol) …

Simultaneous wireless information and power transfer (SWIPT) and multi-carrier non-
orthogonal multiple access (MC-NOMA) are promising technologies for future fifth …

In this survey, a comprehensive study is provided, regarding the use of machine learning
(ML) algorithms for effective resource management in fifth-generation and beyond (5G/B5G) …

In this paper, we discuss the application of machine learning techniques for performance
prediction problems in wireless networks. These problems often involve using existing …

Artificial intelligence (AI) has a great capability to deal with big data and complexity as well
as speedy and high-accuracy processing. AI algorithms along with robotics can be used to …

Improved resource allocation scheme for optimizing the performance of cell edge users in
Long Term Evolution-Advanced (LTE-A) system is proposed in this paper. The proposed …