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 …
Big data enabled mobility robustness optimization for commercial LTE networks
J Joseph, F Ahmed, T Jokela… - 2020 IEEE Wireless …, 2020 - ieeexplore.ieee.org
Mobility Robustness optimization (MRO) is widely considered as an important self-
organizing network (SON) usecase for tackling mobility management problems in …
organizing network (SON) usecase for tackling mobility management problems in …
A robust self-optimization algorithm based on idiosyncratic adaptation of handover parameters for mobility management in LTE-A heterogeneous networks
Mobility robustness optimization (MRO) is a fundamental issue regarding self-optimization
network (SON). In long-term evolution-advanced (LTE-A), handover (HO) optimization in …
network (SON). In long-term evolution-advanced (LTE-A), handover (HO) optimization in …
Advanced mobility robustness optimization models in future mobile networks based on machine learning solutions
Ultra-dense heterogeneous networks (HetNets) are deployment scenarios in the advent of
fifth generation (5G) and beyond network generations. A massive number of small base …
fifth generation (5G) and beyond network generations. A massive number of small base …
Soft metric assisted mobility robustness optimization in LTE networks
G Hui, P Legg - 2012 International Symposium on Wireless …, 2012 - ieeexplore.ieee.org
Mobility Robustness Optimization (MRO) is a use-case of Self-Organizing Networks (SON)
for LTE that aims to optimize handover performance automatically. Conventional MRO …
for LTE that aims to optimize handover performance automatically. Conventional MRO …
Performance evaluation of mobility robustness optimization (MRO) in 5G network with various mobility speed scenarios
The massive deployment of small-sized cells for the Fifth Generation (5G) mobile network
will increase the Handover Probability (HOP), potentially causing higher Handover Ping …
will increase the Handover Probability (HOP), potentially causing higher Handover Ping …
[HTML][HTML] Handover parameter for self-optimisation in 6G mobile networks: A survey
One of the most crucial issues in mobile networks is ensuring reliable and stable
connectivity during mobility. In recent years, numerous research has examined Fourth …
connectivity during mobility. In recent years, numerous research has examined Fourth …
Machine learning–based mobility robustness optimization under dynamic cellular networks
In this paper, we propose a machine learning-based mobility robustness optimization
algorithm to optimize handover parameters for seamless mobility under dynamic small-cell …
algorithm to optimize handover parameters for seamless mobility under dynamic small-cell …
[HTML][HTML] Artificial intelligence linear regression model for mobility robustness optimization algorithm in 5G cellular networks
Ensuring reliable and stable communication links between User Equipment (UE) and
serving cellular networks during UE movement is one of the significant difficulties facing the …
serving cellular networks during UE movement is one of the significant difficulties facing the …
Mobility management in 5G and beyond: a novel smart handover with adaptive Time-to-trigger and hysteresis margin
R Karmakar, G Kaddoum… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The 5th Generation (5G) New Radio (NR) and beyond technologies will support enhanced
mobile broadband, very low latency communications, and huge numbers of mobile devices …
mobile broadband, very low latency communications, and huge numbers of mobile devices …