Comprehensive survey on self-organizing cellular network approaches applied to 5G networks

Usage of Network Simulators in Machine-Learning-Assisted 5G/6G Networks

(2021) Francesc Wilhelmi et al.   IEEE WIRELESS COMMUNICATIONS

Mobility Prediction Based Proactive Dynamic Network Orchestration for Load Balancing With QoS Constraint (OPERA)

(2020) Hasan Farooq et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Geometry-Based Analysis of Optimal Handover Parameters for Self-Organizing Networks

(2020) Minh-Thang Nguyen et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Artificial Intelligence-Enabled Cellular Networks: A Critical Path to Beyond-5G and 6G

(2020) Rubayet Shafin et al.   IEEE WIRELESS COMMUNICATIONS

Reliability and Mobility Load Balancing in Next Generation Self-organized Networks: Using Stochastic Learning Automata

(2020) Amin Mohajer et al.   WIRELESS PERSONAL COMMUNICATIONS

A Speculative Study on 6G

(2020) Faisal Tariq et al.   IEEE WIRELESS COMMUNICATIONS

A survey of 5G network systems: challenges and machine learning approaches

(2020) Hasna Fourati et al.   International Journal of Machine Learning and Cybernetics

A novel deep learning driven low-cost mobility prediction approach for 5G cellular networks: The case of the Control/Data Separation Architecture (CDSA)

(2019) Metin Ozturk et al.   NEUROCOMPUTING

Assessment of Deep Learning Methodology for Self-Organizing 5G Networks

(2019) Muhammad Zeeshan Asghar et al.   Applied Sciences-Basel

A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems

(2019) Walid Saad et al.   IEEE NETWORK

Security in Mobile Edge Caching with Reinforcement Learning

(2018) Liang Xiao et al.   IEEE WIRELESS COMMUNICATIONS

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

(2018) Jessica Moysen et al.   COMPUTER COMMUNICATIONS

Capacity Enhancement for 5G Networks Using MmWave Aerial Base Stations: Self-Organizing Architecture and Approach

(2018) Peng Yu et al.   IEEE WIRELESS COMMUNICATIONS

Revolution of Self-Organizing Network for 5G MmWave Small Cell Management: From Reactive to Proactive

(2018) Jun Xu et al.   IEEE WIRELESS COMMUNICATIONS

AI for 5G: research directions and paradigms

(2018) Xiaohu You et al.   Science China-Information Sciences

A Survey of Machine Learning Techniques Applied to Self-Organizing Cellular Networks

(2017) Paulo Valente Klaine et al.   IEEE Communications Surveys and Tutorials

Context-Aware Proactive Content Caching With Service Differentiation in Wireless Networks

(2017) Sabrina Muller et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

5G Fronthaul–Latency and Jitter Studies of CPRI Over Ethernet

(2017) Divya Chitimalla et al.   Journal of Optical Communications and Networking

G-NETWORKS AND THEIR APPLICATIONS TO MACHINE LEARNING, ENERGY PACKET NETWORKS AND ROUTING: INTRODUCTION TO THE SPECIAL ISSUE

(2017) Mehmet Ufuk Caglayan   PROBABILITY IN THE ENGINEERING AND INFORMATIONAL SCIENCES

A Survey of Self-Organization Mechanisms in Multiagent Systems

(2017) Dayong Ye et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Energy-Efficient Caching for Mobile Edge Computing in 5G Networks

(2017) Zhaohui Luo et al.   Applied Sciences-Basel

Adaptive Scheme for Caching YouTube Content in a Cellular Network: Machine Learning Approach

(2017) S. M. Shahrear Tanzil et al.   IEEE Access

A Survey on Mobile Edge Networks: Convergence of Computing, Caching and Communications

(2017) Shuo Wang et al.   IEEE Access

Efficient Cell Outage Detection in 5G HetNets Using Hidden Markov Model

(2016) Multazamah Alias et al.   IEEE COMMUNICATIONS LETTERS

Self-organization in disaster-resilient heterogeneous small cell networks

(2016) Haijun Zhang et al.   IEEE NETWORK

Methodology for the Design and Evaluation of Self-Healing LTE Networks

(2016) A. Gomez-Andrades et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Automatic Root Cause Analysis for LTE Networks Based on Unsupervised Techniques

(2016) Ana Gomez-Andrades et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

SON Coordination in Heterogeneous Networks: A Reinforcement Learning Framework

(2016) Ovidiu-Constantin Iacoboaiea et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Load Aware Self-Organising User-Centric Dynamic CoMP Clustering for 5G Networks

(2016) Selcuk Bassoy et al.   IEEE Access

5G Backhaul Challenges and Emerging Research Directions: A Survey

(2016) Mona Jaber et al.   IEEE Access

Self-coordination of parameter conflicts in D-SON architectures: a Markov decision process framework

(2015) Jessica Moysen et al.   EURASIP Journal on Wireless Communications and Networking

Software-defined networking in cellular radio access networks: potential and challenges

(2015) Mustafa Arslan et al.   IEEE COMMUNICATIONS MAGAZINE

LTE-advanced self-organizing network conflicts and coordination algorithms

(2015) Hafiz Yasar Lateef et al.   IEEE WIRELESS COMMUNICATIONS

Advanced interference management for 5G cellular networks

(2014) Wooseok Nam et al.   IEEE COMMUNICATIONS MAGAZINE

Self-organizing networks in 3GPP: standardization and future trends

(2014) Ljupco Jorguseski et al.   IEEE COMMUNICATIONS MAGAZINE

Living on the edge: The role of proactive caching in 5G wireless networks

(2014) Ejder Bastug et al.   IEEE COMMUNICATIONS MAGAZINE

Challenges in 5G: how to empower SON with big data for enabling 5G

(2014) Ali Imran et al.   IEEE NETWORK

Self-configuration and self-optimization in LTE-advanced heterogeneous networks

(2013) Mugen Peng et al.   IEEE COMMUNICATIONS MAGAZINE

An Advanced SOM Algorithm Applied to Handover Management Within LTE

(2013) Neil Sinclair et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A Survey of Self Organisation in Future Cellular Networks

(2012) Osianoh Glenn Aliu et al.   IEEE Communications Surveys and Tutorials

Self-configuration and self-optimization for LTE networks

(2010) Honglin Hu et al.   IEEE COMMUNICATIONS MAGAZINE