A survey of machine learning techniques applied to self-organizing cellular networks
In this paper, a survey of the literature of the past 15 years involving machine learning (ML)
algorithms applied to self-organizing cellular networks is performed. In order for future …
algorithms applied to self-organizing cellular networks is performed. In order for future …
Coordinated multi-point clustering schemes: A survey
Mobile data traffic grew by 74% in 2015 and it is expected to grow eight-fold by 2020. Future
wireless networks will need to deploy massive number of small cells to cope with this …
wireless networks will need to deploy massive number of small cells to cope with this …
A survey of clustering techniques in WSNs and consideration of the challenges of applying such to 5G IoT scenarios
Wireless sensor network (WSN) systems are typically composed of thousands of sensors
that are powered by limited energy resources. To extend the networks longevity, clustering …
that are powered by limited energy resources. To extend the networks longevity, clustering …
A survey and future directions on clustering: From WSNs to IoT and modern networking paradigms
Many Internet of Things (IoT) networks are created as an overlay over traditional ad-hoc
networks such as Zigbee. Moreover, IoT networks can resemble ad-hoc networks over …
networks such as Zigbee. Moreover, IoT networks can resemble ad-hoc networks over …
Load aware joint CoMP clustering and inter-cell resource scheduling in heterogeneous ultra dense cellular networks
For coordinated multipoint transmission in heterogeneous ultra dense networks (HUDN),
clustering and multicell resource scheduling should be carried out jointly. Based on the α …
clustering and multicell resource scheduling should be carried out jointly. Based on the α …
Routing schemes in FANETs: A survey
Flying ad hoc network (FANET) is a self-organizing wireless network that enables
inexpensive, flexible, and easy-to-deploy flying nodes, such as unmanned aerial vehicles …
inexpensive, flexible, and easy-to-deploy flying nodes, such as unmanned aerial vehicles …
Comprehensive survey on self-organizing cellular network approaches applied to 5G networks
Abstract Self-Organizing Network (SON) stands for a key concept characterizing the
behavior of the future mobile networks. The evolution of telecom infrastructures towards 5G …
behavior of the future mobile networks. The evolution of telecom infrastructures towards 5G …
A survey of online data-driven proactive 5G network optimisation using machine learning
In the fifth-generation (5G) mobile networks, proactive network optimisation plays an
important role in meeting the exponential traffic growth, more stringent service requirements …
important role in meeting the exponential traffic growth, more stringent service requirements …
The race to 5G era; LTE and Wi-Fi
We are on the brink of a new era for the wireless telecommunications, an era that will
change the way that business is done. The fifth generation (5G) systems will be the first …
change the way that business is done. The fifth generation (5G) systems will be the first …
Mobility-aware load balancing for reliable self-organization networks: Multi-agent deep reinforcement learning
Abstract Self-Organizing Networks (SON) is a collection of functions for automatic
configuration, optimization, and healing of networks and mobility optimization is one of the …
configuration, optimization, and healing of networks and mobility optimization is one of the …