A survey of machine learning techniques applied to self-organizing cellular networks

PV Klaine, MA Imran, O Onireti… - … Surveys & Tutorials, 2017 - ieeexplore.ieee.org
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 …

A survey of 5G network: Architecture and emerging technologies

A Gupta, RK Jha - IEEE access, 2015 - ieeexplore.ieee.org
In the near future, ie, beyond 4G, some of the prime objectives or demands that need to be
addressed are increased capacity, improved data rate, decreased latency, and better quality …

Recent advances in cloud radio access networks: System architectures, key techniques, and open issues

M Peng, Y Sun, X Li, Z Mao… - … Surveys & Tutorials, 2016 - ieeexplore.ieee.org
As a promising paradigm to reduce both capital and operating expenditures, the cloud radio
access network (C-RAN) has been shown to provide high spectral efficiency and energy …

System architecture and key technologies for 5G heterogeneous cloud radio access networks

M Peng, Y Li, Z Zhao, C Wang - IEEE network, 2015 - ieeexplore.ieee.org
Compared with fourth generation cellular systems, fifth generation wireless communication
systems are anticipated to provide spectral and energy efficiency growth by a factor of at …

Heterogeneous cloud radio access networks: A new perspective for enhancing spectral and energy efficiencies

M Peng, Y Li, J Jiang, J Li… - IEEE wireless …, 2014 - ieeexplore.ieee.org
To mitigate the severe inter-tier interference and enhance the limited cooperative gains
resulting from the constrained and non-ideal transmissions between adjacent base stations …

From 4G to 5G: Self-organized network management meets machine learning

J Moysen, L Giupponi - Computer Communications, 2018 - Elsevier
Self-organization as applied to cellular networks is usually referred to Selforganizing
Networks (SONs), and it is a key driver for improving Operations, Administration, and …

Energy-efficient resource assignment and power allocation in heterogeneous cloud radio access networks

M Peng, K Zhang, J Jiang, J Wang… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Taking full advantage of both heterogeneous networks and cloud access radio access
networks, heterogeneous cloud radio access networks (H-CRANs) are presented to …

Top-push video-based person re-identification

J You, A Wu, X Li, WS Zheng - … of the IEEE conference on computer …, 2016 - cv-foundation.org
Most existing person re-identification (re-id) models focus on matching still person images
across disjoint camera views using the setting of either single-shot or multi-shot. Since …

Software-defined networking: Challenges and research opportunities for future internet

A Hakiri, A Gokhale, P Berthou, DC Schmidt… - Computer Networks, 2014 - Elsevier
Currently many aspects of the classical architecture of the Internet are etched in stone–a so
called ossification of the Internet–which has led to major obstacles in IPv6 deployment and …

Networkcloudsim: Modelling parallel applications in cloud simulations

SK Garg, R Buyya - 2011 Fourth IEEE International Conference …, 2011 - ieeexplore.ieee.org
As interest in adopting Cloud computing for various applications is rapidly growing, it is
important to understand how these applications and systems will perform when deployed on …