Self-tuning of remote electrical tilts based on call traces for coverage and capacity optimization in LTE

V Buenestado, M Toril, S Luna-Ramírez… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Adjusting antenna tilts is one of the most powerful techniques to solve coverage and
capacity problems in cellular networks. In this paper, a novel self-tuning algorithm for …

Dynamic self-optimization of the antenna tilt for best trade-off between coverage and capacity in mobile networks

N Dandanov, H Al-Shatri, A Klein, V Poulkov - Wireless Personal …, 2017 - Springer
One major factor influencing the coverage and capacity in mobile networks is related to the
configuration of the antennas and especially the antenna tilt angle. By utilizing antenna tilt …

Self-optimization of coverage and capacity based on a fuzzy neural network with cooperative reinforcement learning

S Fan, H Tian, C Sengul - EURASIP Journal on Wireless Communications …, 2014 - Springer
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 …

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 …

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 …

Dynamic coverage optimization for 5G ultra-dense cellular networks based on their user densities

SR Samal, K Swain, S Bandopadhaya… - Wireless Personal …, 2023 - Springer
This paper has proposed a user-density-based coverage optimization technique for ultra-
dense cellular networks. Antenna tilting is a promising coverage optimization technique to …

A sparse sampling algorithm for self-optimisation of coverage in LTE networks

A Thampi, D Kaleshi, P Randall… - 2012 International …, 2012 - ieeexplore.ieee.org
Coverage optimisation is an important self-organising capability that operators would like to
have in LTE networks. This paper applies a Reinforcement Learning (RL) based Sparse …

Optimization of adaptive antenna system parameters in self-organizing LTE networks

ONC Yilmaz, J Hämäläinen, S Hämäläinen - Wireless Networks, 2013 - Springer
In wireless communications the demand for wide range of services is leading to a rapid
increase in network performance requirements. Hence, today's cellular radio technologies …

Impact of base station antenna tilt on the performance of network MIMO systems

N Seifi, M Coldrey, M Matthaiou… - 2012 IEEE 75th …, 2012 - ieeexplore.ieee.org
We study the downlink of a multicell MIMO system where clusters of multi-antenna base
stations jointly serve multiple single-antenna users, commonly referred to as a network …

Self‐optimization of random access channel in 3rd Generation Partnership Project Long Term Evolution

ONC Yilmaz, J Hämäläinen… - … and Mobile Computing, 2011 - Wiley Online Library
The long term evolution (LTE) is being designed to enhance third generation radio access
technologies, and it represents a major step towards high‐performance mobile data …