Automatic root cause analysis for LTE networks based on unsupervised techniques
A Gómez-Andrades, P Munoz… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
The increase in the size and complexity of current cellular networks is complicating their
operation and maintenance tasks. While the end-to-end user experience in terms of …
operation and maintenance tasks. While the end-to-end user experience in terms of …
On the potential of handover parameter optimization for self-organizing networks
Self-organizing networks (SONs) aim to raise the level of automated operation in next-
generation networks. One of the use cases defined in this field is the optimization of the …
generation networks. One of the use cases defined in this field is the optimization of the …
A survey on handover optimization in beyond 5G mobile networks: Challenges and solutions
Handover (HO) management is essential in mobile cellular networks. It ensures seamless
connectivity to the User Equipment (UE) while moving from one Base Station (BS) to another …
connectivity to the User Equipment (UE) while moving from one Base Station (BS) to another …
Load balancing and handover joint optimization in LTE networks using fuzzy logic and reinforcement learning
With the growing deployment of cellular networks, operators have to devote significant
manual effort to network management. As a result, Self-Organizing Networks (SONs) have …
manual effort to network management. As a result, Self-Organizing Networks (SONs) have …
Optimization of load balancing using fuzzy Q-learning for next generation wireless networks
Load balancing is considered by the 3GPP as an important issue in Self-Organizing
Networks due to its effectiveness to increase network capacity. In next generation wireless …
Networks due to its effectiveness to increase network capacity. In next generation wireless …
A service-centric Q-learning algorithm for mobility robustness optimization in LTE
ML Marí-Altozano, SS Mwanje… - … on Network and …, 2021 - ieeexplore.ieee.org
Due to the diversity of mobile services and rising user expectations, mobile network
management has changed its focus from Quality of Service (QoS) to Quality of Experience …
management has changed its focus from Quality of Service (QoS) to Quality of Experience …
Cell outage detection based on handover statistics
This letter presents a novel cell outage detection algorithm based on incoming handovers
statistics. The main advantage of the proposed algorithm is that it uses neighbor …
statistics. The main advantage of the proposed algorithm is that it uses neighbor …
Methodology for the design and evaluation of self-healing LTE networks
Self-healing networks aim to detect cells with service degradation, identify the fault cause of
their problem, and execute compensation and repair actions. The development of this type …
their problem, and execute compensation and repair actions. The development of this type …
A data-driven traffic steering algorithm for optimizing user experience in multi-tier LTE networks
Multi-tier cellular networks are a cost-effective solution for capacity enhancement in urban
scenarios. In these networks, effective mobility strategies are required to assign users to the …
scenarios. In these networks, effective mobility strategies are required to assign users to the …
Conflict resolution between load balancing and handover optimization in LTE networks
Self-Organizing Networks (SONs) aim to raise the level of automated management in
cellular technologies. In this field, Load Balancing (LB) and Handover Optimization (HOO) …
cellular technologies. In this field, Load Balancing (LB) and Handover Optimization (HOO) …