A machine learning assisted method of coverage and capacity optimization (CCO) in 4G LTE self organizing networks (SON)

Z Lin, Y Ouyang, L Su, W Lu, Z Li - 2019 Wireless …, 2019 - ieeexplore.ieee.org
Self-Organizing Network (SON) has been introduced more than a decade by the Next
Generation Mobile Networks (NGMN) and later standardized by the 3rd Generation Partner …
被引用次数：15 相关文章
[PDF] academia.edu

Self-organization and optimization in heterogenous networks

A Misra, KK Sarma - … Mitigation and Energy Management in 5G …, 2017 - igi-global.com
Driven by the continuous growth of wireless and mobile communication users, Long Term
Evolution (LTE) and Long Term evolution-Advanced (LTE-A) have taken up densification of …
被引用次数：5 相关文章 所有 4 个版本

Application behaviors driven self-organizing network (SON) for 4G LTE networks

Y Ouyang, Z Li, L Su, W Lu, Z Lin - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Self-Organizing Networks (SON) is an automation technology in the wireless industry
implemented to simplify the planning, deployment, operation, optimization, and healing of …
被引用次数：16 相关文章 所有 2 个版本

[图书][B] 5G heterogeneous networks: Self-organizing and optimization

B Rong, X Qiu, M Kadoch, S Sun, W Li - 2016 - Springer
The wireless industry has already been preparing for the emerging fifth-generation (5G)
standards in recent years. A 5G system is featured by (1) addressing the demands and …
被引用次数：17 相关文章 所有 7 个版本
[PDF] researchgate.net

Coverage and capacity self-optimisation in LTE-Advanced using active antenna systems

M Sharsheer, B Barakat… - 2016 IEEE Wireless …, 2016 - ieeexplore.ieee.org
In order to enhance the Long Term Evolution (LTE) network performance, the Third
Generation Partnership Project (3GPP) introduced Coverage and Capacity Optimisation …
被引用次数：9 相关文章 所有 7 个版本

Femtocell outage detection in multi-tiered networks using LSTM

HT Oğuz, A Kalaycioğlu… - 2019 11th International …, 2019 - ieeexplore.ieee.org
Self Organizing Networks (SONs) are considered as one of the key features for automation
of network management in new generation of mobile communications. The upcoming fifth …
被引用次数：6 相关文章 所有 2 个版本

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
In this paper, we address the capacity and coverage optimization (CCO) problem for LTE
networks by means of self-organizing network (SON) techniques. A novel hybrid two-layer …
被引用次数：24 相关文章 所有 3 个版本

Self organizing networks coordination function between intercell interference coordination and coverage and capacity optimisation using support vector machine

C Vaishnavi, AK AR, G Selvakumar… - … and Control Systems …, 2019 - ieeexplore.ieee.org
It is expected that by 2020, billions of devices connect to internet using 5G cellular network.
To provide seamless connectivity, as well as Quality of Experience and automate network …
被引用次数：10 相关文章
[PDF] usf.edu

Optimal-capacity, shortest path routing in self-organizing 5G networks using machine learning

CV Murudkar, RD Gitlin - 2019 IEEE 20th Wireless and …, 2019 - ieeexplore.ieee.org
Machine learning is expected to be a key enabler in 5G wireless self-organizing networks
(SONs) that will be significantly more autonomous, smarter, adaptable and user-centric than …
被引用次数：27 相关文章 所有 3 个版本
[PDF] ieee.org

Data-Driven Self-Organization With Implicit Self-Coordination for Coverage and Capacity Optimization in Cellular Networks

S Garg, T Bag, A Mitschele-Thiel - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Coverage and Capacity Optimization (CCO) and Inter-Cell Interference Coordination (ICIC)
are two tightly coupled and conflicting Self-Organizing Network (SON) functions that are …
相关文章 所有 2 个版本