Conflict resolution in mobile networks: a self-coordination framework based on non-dominated solutions and machine learning for data analytics [application notes]
J Moysen, M Garcia-Lozano… - IEEE Computational …, 2018 - ieeexplore.ieee.org
Self-organizing network (SON) is a well-known term used to describe an autonomous
cellular network. SON functionalities aim at improving network operational tasks through the …
cellular network. SON functionalities aim at improving network operational tasks through the …
A survey of self-coordination in self-organizing network
Self-organizing network (SON) is a well-known approach to reduce the complexity and the
cost of cellular network management. It aims at replacing the manual configuration and …
cost of cellular network management. It aims at replacing the manual configuration and …
SON Coordination for parameter conflict resolution: A reinforcement learning framework
Self Organizing Network (SON) functions are meant to automate the network tuning,
providing responses to the network state evolution. An instance of a SON function can run …
providing responses to the network state evolution. An instance of a SON function can run …
LTE-advanced self-organizing network conflicts and coordination algorithms
Self-organizing network (SON) functions have been introduced in the LTE and
LTEAdvanced standards by the Third Generation Partnership Project as an excellent …
LTEAdvanced standards by the Third Generation Partnership Project as an excellent …
A scalable SON coordination framework for 5G
DFP Rojas, A Mitschele-Thiel - NOMS 2020-2020 IEEE/IFIP …, 2020 - ieeexplore.ieee.org
For the near future mobile network management is expected to be an intractable task. This is
due to the coexistence of different radio access technologies, slice-specific Quality of …
due to the coexistence of different radio access technologies, slice-specific Quality of …
SON conflict resolution using reinforcement learning with state aggregation
OC Iacoboaiea, B Sayrac, S Ben Jemaa… - … of the 4th workshop on All …, 2014 - dl.acm.org
In future generation networks one of the main focuses is on automating the network
optimization. This is done through so called Self Organizing Network (SON) functions. A …
optimization. This is done through so called Self Organizing Network (SON) functions. A …
SON coordination in heterogeneous networks: A reinforcement learning framework
An important problem of today's mobile network operators is to bring down the capital
expenditures and operational expenditures. One strategy is to automate the parameter …
expenditures and operational expenditures. One strategy is to automate the parameter …
A framework for classification of self-organising network conflicts and coordination algorithms
HY Lateef, A Imran, A Abu-Dayya - 2013 IEEE 24th Annual …, 2013 - ieeexplore.ieee.org
The next generation Long Term Evolution (LTE) & LTE-Advanced cellular networks will be
equipped with numerous Self-Organizing (SO) functions. These SO functions are being …
equipped with numerous Self-Organizing (SO) functions. These SO functions are being …
Cognitive cellular networks: A Q-learning framework for self-organizing networks
SS Mwanje, LC Schmelz… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Self-organizing networks (SON) aim at simplifying network management (NM) and
optimizing network capital and operational expenditure through automation. Most SON …
optimizing network capital and operational expenditure through automation. Most SON …
Self-organizing cellular network approaches applied to 5G networks
SON is an interesting topic in today's cellular networks. Indeed, heterogeneous networks,
ultra-dense deployments and diverse Radio Access Technologies in the same operating …
ultra-dense deployments and diverse Radio Access Technologies in the same operating …