A survey of self organisation in future cellular networks

OG Aliu, A Imran, MA Imran… - … Surveys & Tutorials, 2012 - ieeexplore.ieee.org
This article surveys the literature over the period of the last decade on the emerging field of
self organisation as applied to wireless cellular communication networks. Self organisation …

Vertical antenna tilt optimization for LTE base stations

H Eckhardt, S Klein, M Gruber - 2011 IEEE 73rd Vehicular …, 2011 - ieeexplore.ieee.org
An optimal vertical antenna tilt in a wireless access network plays a key role for coverage
and capacity in the system. The autonomous (re-) optimization of tilts bears a large saving …

Reinforcement learning strategies for self-organized coverage and capacity optimization

MN ul Islam, A Mitschele-Thiel - 2012 IEEE Wireless …, 2012 - ieeexplore.ieee.org
Traditional manual procedures for Coverage and Capacity Optimization are complex and
time consuming due to the increasing complexity of cellular networks. This paper presents …

A computationally efficient method for QoE-driven self-planning of antenna tilts in a LTE network

PAS Ordonez, S Luna-Ramirez, M Toril - IEEE Access, 2020 - ieeexplore.ieee.org
In future mobile communications systems, network management procedures must be
upgraded to consider user quality of experience (QoE) to deal with service diversity. In this …

Cooperative Fuzzy Q-Learning for self-organized coverage and capacity optimization

MN ul Islam, A Mitschele-Thiel - 2012 IEEE 23rd International …, 2012 - ieeexplore.ieee.org
The paper presents a self-organized approach for coverage and capacity optimization by
vertical antenna tilt adaptation. The approach is based on Cooperative Fuzzy Q-Learning …

Load balancing with 3-D beamforming in macro-assisted small cell architecture

B Yu, L Yang, H Ishii - IEEE Transactions on Wireless …, 2016 - ieeexplore.ieee.org
Small cell is an attractive and promising technology for improving capacity in traffic hotspots
using cell densification. We consider the traffic load-balancing problem for a macro-assisted …

Self organization of tilts in relay enhanced networks: A distributed solution

A Imran, MA Imran, A Abu-Dayya… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Despite years of physical-layer research, the capacity enhancement potential of relays is
limited by the additional spectrum required for Base Station (BS)-Relay Station (RS) links …

Coverage and capacity optimization for 4G LTE networks using differential evolution

C Yanyun, H Alexis, X Hui… - 2018 5th IEEE …, 2018 - ieeexplore.ieee.org
Network planning and optimization is a major issue for telecom carriers. An important
question is to determine angles for antenna cells to improve network coverage and capacity …

Real-time 3-D MIMO antenna tuning with deep reinforcement learning

Y Liu, Y Shen, Z Lyu, Y Liang, W He… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The 3D MIMO in 5G system requires adaptive and real-time adjustment of antenna azimuth
angle, downtilt and beam combination according to the user distribution, which is a powerful …

Base station antenna tilt for load balancing

VI Bratu, C Beckman - 2013 7th European Conference on …, 2013 - ieeexplore.ieee.org
The coverage sha** and interference reduction ability of base station antenna tilt are
important tools in cellular network optimization. Through tilt changes, the coverage area of a …