Autonomous self-optimization of coverage and capacity in LTE cellular networks

A Engels, M Reyer, X Xu, R Mathar… - IEEE Transactions …, 2013 - ieeexplore.ieee.org
… is mainly related to self-planning with respect to automatic coverage and capacity
optimization… This task is basically located at the intersection of self-configuration and self-optimization. …

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
… in the context of self-organizing networks (SON). In this paper, we propose self-optimization
of antenna tilt and power using a fuzzy neural network optimization based on reinforcement …

Optimization of coverage and capacity of self-organizing network in LTE

I Luketić, D Šimunić, T Blajić - 2011 Proceedings of the 34th …, 2011 - ieeexplore.ieee.org
self-configuration, a SON base station will begin optimizing operating procedures. Selfoptimization
The self-optimization process is defined as the process where user equipment (UE), …

Reinforcement learning strategies for self-organized coverage and capacity optimization

MN ul Islam, A Mitschele-Thiel - 2012 IEEE Wireless …, 2012 - ieeexplore.ieee.org
… use cases for self-configuration, selfoptimization and self-healing of … Coverage and
Capacity Optimization (CCO) that aims to provide the required capacity in the targeted coverage

A fairness resource allocation algorithm for coverage and capacity optimization in wireless self-organized network

P Zhao, L Feng, P Yu, W Li, X Qiu - China communications, 2018 - ieeexplore.ieee.org
… then proposes the novel Coverage and Capacity Proportional Fairness (… coverage capacity
optimization scheme which can guarantee the reasonable network capacity by the coverage

Self-optimization of coverage and capacity in LTE using adaptive antenna systems

ONC Yilmaz - 2010 - aaltodoc.aalto.fi
… a detailed analysis of the optimization space of antenna … novel capacity optimization
approach. The work continues by further focusing on the self optimization of coverage and capacity

Self-optimization of capacity and coverage in LTE networks using a fuzzy reinforcement learning approach

R Razavi, S Klein, H Claussen - 21st Annual IEEE International …, 2010 - ieeexplore.ieee.org
selforganizing features for the next generation communication networks. In this study, the
coverage and capacity optimization of … is capable of self-configuring and selfoptimizing the LTE …

On the use of packet scheduling in self-optimization processes: application to coverage-capacity optimization

R Combes, Z Altman, E Altman - … on Modeling and Optimization …, 2010 - ieeexplore.ieee.org
… to derive a coveragecapacity self-optimization scheme … coverage while minimizing the
corresponding capacity losses measured in terms of global cell throughput. The self-optimization

A hybrid framework for capacity and coverage optimization in self-organizing LTE networks

J Zhang, C Sun, Y Yi, H Zhuang - 2013 IEEE 24th Annual …, 2013 - ieeexplore.ieee.org
… or the coverage problem is more serious. In this paper, we … work to optimize network
capacity and coverage, wherein the eCoordinator adjusts the antenna tilt and the capacity-coverage

Self-optimization of coverage and capacity in LTE networks based on central control and decentralized fuzzy Q-learning

J Li, J Zeng, X Su, W Luo… - International Journal of …, 2012 - journals.sagepub.com
… , self-organizing network (SON) has been introduced as a key part of long-term-evolution (LTE)
system. Self-optimization of coverage and capacity … agent that tries to optimize its antenna …