A survey of self organisation in future cellular networks
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 …
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 …
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 …
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
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 …
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 …
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
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 …
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
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 …
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 …
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 …
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 …
important tools in cellular network optimization. Through tilt changes, the coverage area of a …