Future generations of mobile networks are expected to contain more and more antennas
with growing complexity and more parameters. Optimizing these parameters is necessary for …

This paper presents a method for optimizing wireless networks by adjusting cell parameters
that affect both the performance of the cell being optimized and the surrounding cells. The …

6G will move mobile networks towards increasing levels of complexity. To deal with this
complexity, optimization of network parameters is key to ensure high performance and timely …

Mobile networks are composed of many base stations and for each of them many
parameters must be optimized to provide good services. Automatically and dynamically …

Antenna tuning plays an essential role in ensuring high quality wireless communications.
Targeting for higher Quality of Service (QoS), many existing network antenna tuning …

We aim to jointly optimize antenna tilt angle, and vertical and horizontal half-power
beamwidths of the macrocells in a heterogeneous cellular network (HetNet). The …

The ever-increasing demand for high-quality and heterogeneous wireless communication
services has driven extensive research on dynamic optimization strategies in wireless …

Reinforcement learning offers an effective framework for antenna angle setting since it
enables the autonomous and adaptive tuning of antenna parameters based on continuous …

The interactions between the cells, most notably due to their coupled interference and the
large number of users, render the optimization of antenna parameters prohibitively complex …

Recently, communication technology is highly developed. The communication convenience
that people enjoy is relying on a large number of base station antenna devices set up by …