From 5G to 6G Technology: Meets Energy, Internet-of-Things and Machine Learning: A Survey

Deep learning-based BackCom multiple beamforming for 6G UAV IoT networks

(2021) Fei Qi et al.   EURASIP Journal on Wireless Communications and Networking

6G Enabled Smart Infrastructure for Sustainable Society: Opportunities, Challenges, and Research Roadmap

(2021) Agbotiname Lucky Imoize et al.   SENSORS

Antenna in 6G wireless communication system: Specifications, challenges, and research directions

(2021) Zahraa R.M. Hajiyat et al.   OPTIK

Anomaly Detection Based on Multidimensional Data Processing for Protecting Vital Devices in 6G-Enabled Massive IIoT

(2021) Guangjie Han et al.   IEEE Internet of Things Journal

AI-Driven Collaborative Resource Allocation for Task Execution in 6G-Enabled Massive IoT

(2021) Kai Lin et al.   IEEE Internet of Things Journal

Transfer Learning Promotes 6G Wireless Communications: Recent Advances and Future Challenges

(2021) Meiyu Wang et al.   IEEE TRANSACTIONS ON RELIABILITY

Energy-Efficient Fog Computing for 6G-Enabled Massive IoT: Recent Trends and Future Opportunities

(2021) Usman Mahmood Malik et al.   IEEE Internet of Things Journal

Applications of Artificial Intelligence and Machine learning in smart cities

(2020) Zaib Ullah et al.   COMPUTER COMMUNICATIONS

Traffic-profile and machine learning based regional data center design and operation for 5G network

(2020) Udita Paul et al.   JOURNAL OF COMMUNICATIONS AND NETWORKS

EV Charging Behavior Analysis Using Hybrid Intelligence for 5G Smart Grid

(2020) Yi Shen et al.   Electronics

A Survey of Network Virtualization Techniques for Internet of Things Using SDN and NFV

(2020) Iqbal Alam et al.   ACM COMPUTING SURVEYS

A deep learning method with wrapper based feature extraction for wireless intrusion detection system

(2020) Sydney Mambwe Kasongo et al.   COMPUTERS & SECURITY

The Disruptions of 5G on Data-Driven Technologies and Applications

(2020) Dumitrel Loghin et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Efficiency of Supervised Machine Learning Algorithms in Regular and Encrypted VoIP Classification within NFV Environment

(2020) G. Ilievski et al.   Radioengineering

Sixth Generation (6G) Wireless Networks: Vision, Research Activities, Challenges and Potential Solutions

(2020) Mohammed H. Alsharif et al.   Symmetry-Basel

Integration of Energy, Computation and Communication in 6G Cellular Internet of Things

(2020) Qiao Qi et al.   IEEE COMMUNICATIONS LETTERS

AI-Based Joint Optimization of QoS and Security for 6G Energy Harvesting Internet of Things

(2020) Bomin Mao et al.   IEEE Internet of Things Journal

Low-Cost Subarrayed Sensor Array Design Strategy for IoT and Future 6G Applications

(2020) Wei Dong et al.   IEEE Internet of Things Journal

A taxonomy of AI techniques for 6G communication networks

(2020) Karan Sheth et al.   COMPUTER COMMUNICATIONS

Using Multiple RPL Instances to Enhance the Performance of New 6G and Internet of Everything (6G/IoE)-Based Healthcare Monitoring Systems

(2020) Wail Mardini et al.   MOBILE NETWORKS & APPLICATIONS

Distributed Artificial Intelligence-as-a-Service (DAIaaS) for Smarter IoE and 6G Environments

(2020) Nourah Janbi et al.   SENSORS

Power allocation scheme for maximizing spectral efficiency and energy efficiency tradeoff for uplink NOMA systems in B5G/6G

(2020) Xinji Tian et al.   Physical Communication

Towards artificial intelligence enabled 6G: State of the art, challenges, and opportunities

(2020) Shunliang Zhang et al.   Computer Networks

The shift to 6G communications: vision and requirements

(2020) Muhammad Waseem Akhtar et al.   Human-centric Computing and Information Sciences

Multi-Operator Spectrum Sharing for Massive IoT Coexisting in 5G/B5G Wireless Networks

(2020) Bo Qian et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Resource Allocation for Energy-Efficient MEC in NOMA-Enabled Massive IoT Networks

(2020) Binghong Liu et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Cell-Free Satellite-UAV Networks for 6G Wide-Area Internet of Things

(2020) Chengxiao Liu et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Joint HAP Access and LEO Satellite Backhaul in 6G: Matching Game-Based Approaches

(2020) Ziye Jia et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Spatially Coupled Protograph LDPC-Coded Hierarchical Modulated BICM-ID Systems: A Promising Transmission Technique for 6G-Enabled Internet of Things

(2020) Zhaojie Yang et al.   IEEE Internet of Things Journal

6G-Enabled IoT Home Environment Control Using Fuzzy Rules

(2020) Marcin Wozniak et al.   IEEE Internet of Things Journal

Blockchain-Envisioned UAV Communication Using 6G Networks: Open Issues, Use Cases, and Future Directions

(2020) Shubhani Aggarwal et al.   IEEE Internet of Things Journal

Stackelberg Game for Service Deployment of IoT-Enabled Applications in 6G-Aware Fog Networks

(2020) Abhishek Hazra et al.   IEEE Internet of Things Journal

Toward 6G Architecture for Energy-Efficient Communication in IoT-Enabled Smart Automation Systems

(2020) Ali Hassan Sodhro et al.   IEEE Internet of Things Journal

6G-Enabled Short-Term Forecasting for Large-Scale Traffic Flow in Massive IoT Based on Time-Aware Locality-Sensitive Hashing

(2020) Fan Wang et al.   IEEE Internet of Things Journal

Energy-Efficient Drone Trajectory Planning for the Localization of 6G-Enabled IoT Devices

(2020) Sahar Kouroshnezhad et al.   IEEE Internet of Things Journal

An Integrated Deep Learning Algorithm for Detecting Lung Nodules With Low-Dose CT and Its Application in 6G-Enabled Internet of Medical Things

(2020) Wei Wang et al.   IEEE Internet of Things Journal

Energy-Efficient Resource Allocation Strategy in Massive IoT for Industrial 6G Applications

(2020) Amrit Mukherjee et al.   IEEE Internet of Things Journal

Data-Driven Trajectory Quality Improvement for Promoting Intelligent Vessel Traffic Services in 6G-Enabled Maritime IoT Systems

(2020) Ryan Wen Liu et al.   IEEE Internet of Things Journal

Distributed Probabilistic Offloading in Edge Computing for 6G-Enabled Massive Internet of Things

(2020) Zhuofan Liao et al.   IEEE Internet of Things Journal

Privacy-Preserving Multiobjective Sanitization Model in 6G IoT Environments

(2020) Jerry Chun-Wei Lin et al.   IEEE Internet of Things Journal

Energy-Efficient Random Access for LEO Satellite-Assisted 6G Internet of Remote Things

(2020) Li Zhen et al.   IEEE Internet of Things Journal

Toward Green Communication in 6G-Enabled Massive Internet of Things

(2020) Sandeep Verma et al.   IEEE Internet of Things Journal

IoT-Based Big Data Secure Management in the Fog Over a 6G Wireless Network

(2020) Christos L. Stergiou et al.   IEEE Internet of Things Journal

Toward 6G Internet of Things and the Convergence With RoF System

(2020) Na Chen et al.   IEEE Internet of Things Journal

Backscatter Communications: Inception of the Battery-Free Era—A Comprehensive Survey

(2019) Mudasar Memon et al.   Electronics

Machine Learning for Wireless Communication Channel Modeling: An Overview

(2019) Saud Mobark Aldossari et al.   WIRELESS PERSONAL COMMUNICATIONS

Towards Immersive Tactile Internet Experiences: Low-Latency FiWi Enhanced Mobile Networks With Edge Intelligence [Invited]

(2019) Martin Maier et al.   Journal of Optical Communications and Networking

Collaborative Distributed Q-Learning for RACH Congestion Minimization in Cellular IoT Networks

(2019) Shree Krishna Sharma et al.   IEEE COMMUNICATIONS LETTERS

An optimal multitier resource allocation of cloud RAN in 5G using machine learning

(2019) Ali Kashif Bashir et al.   Transactions on Emerging Telecommunications Technologies

Machine Learning Prediction Approach to Enhance Congestion Control in 5G IoT Environment

(2019) Ihab Ahmed Najm et al.   Electronics

A Survey on Recent Trends and Open Issues in Energy Efficiency of 5G

(2019) Muhammad Usama et al.   SENSORS

Reinforcement learning algorithm for 5G indoor device-to-device communications

(2019) A.G. Sreedevi et al.   Transactions on Emerging Telecommunications Technologies

Enhanced NOMA System Using Adaptive Coding and Modulation Based on LSTM Neural Network Channel Estimation

(2019) AbdelMoniem et al.   Applied Sciences-Basel

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

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

Detection and identification technology of rotor unmanned aerial vehicles in 5G scene

(2019) Fengtong Xu et al.   International Journal of Distributed Sensor Networks

Stochastic Optimization for Green Multimedia Services in Dense 5G Networks

(2019) Tengfei Cao et al.   ACM Transactions on Multimedia Computing Communications and Applications

Post-surgical fall detection by exploiting the 5 G C-Band technology for eHealth paradigm

(2019) Daniyal Haider et al.   APPLIED SOFT COMPUTING

The Roadmap to 6G: AI Empowered Wireless Networks

(2019) Khaled B. Letaief et al.   IEEE COMMUNICATIONS MAGAZINE

Intelligent Resource Scheduling for 5G Radio Access Network Slicing

(2019) Mu Yan et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Machine Learning Inspired Codeword Selection For Dual Connectivity in 5G User-Centric Ultra-Dense Networks

(2019) Yang Yang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

6G Technologies: Key Drivers, Core Requirements, System Architectures, and Enabling Technologies

(2019) Baiqing Zong et al.   IEEE Vehicular Technology Magazine

RL-NSB: Reinforcement Learning-Based 5G Network Slice Broker

(2019) Vincenzo Sciancalepore et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Data-driven dynamic resource scheduling for network slicing: A Deep reinforcement learning approach

(2019) Haozhe Wang et al.   INFORMATION SCIENCES

A Partial Learning-Based Detection Scheme for Massive MIMO

(2019) Zefeng Jia et al.   IEEE Wireless Communications Letters

Enhanced Machine Learning Techniques for Early HARQ Feedback Prediction in 5G

(2019) Nils Strodthoff et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

A Particle Filter-Based Reinforcement Learning Approach for Reliable Wireless Indoor Positioning

(2019) Jose Luis Carrera Villacres et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

A Survey on Machine-Learning Techniques for UAV-Based Communications

(2019) Petros S. Bithas et al.   SENSORS

Machine learning-driven service function chain placement and scaling in MEC-enabled 5G networks

(2019) Tejas Subramanya et al.   Computer Networks

Online GMM Clustering and Mini-Batch Gradient Descent Based Optimization for Industrial IoT 4.0

(2019) Seifeddine Messaoud et al.   IEEE Transactions on Industrial Informatics

A Machine Learning Approach to 5G Infrastructure Market Optimization

(2019) Dario Bega et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Massive Uncoordinated Access With Massive MIMO: A Dictionary Learning Approach

(2019) Yonghee Han et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

A novel deep neural network based approach for sparse code multiple access

(2019) Jinzhi Lin et al.   NEUROCOMPUTING

A Survey of Fault Management in Network Virtualization Environments: Challenges and Solutions

(2019) Sihem Cherrared et al.   IEEE Transactions on Network and Service Management

Random forests for resource allocation in 5G cloud radio access networks based on position information

(2018) Sahar Imtiaz et al.   EURASIP Journal on Wireless Communications and Networking

Deep Learning Based Pilot Allocation Scheme (DL-PAS) for 5G Massive MIMO System

(2018) Kwihoon Kim et al.   IEEE COMMUNICATIONS LETTERS

Ambient Backscatter Communications: A Contemporary Survey

(2018) Nguyen Van Huynh et al.   IEEE Communications Surveys and Tutorials

Network Resource Allocation System for QoE-Aware Delivery of Media Services in 5G Networks

(2018) Angel Martin et al.   IEEE TRANSACTIONS ON BROADCASTING

6G Vision and Requirements: Is There Any Need for Beyond 5G?

(2018) Klaus David et al.   IEEE Vehicular Technology Magazine

Impact of 5G Technologies on Industry 4.0

(2018) Sriganesh K. Rao et al.   WIRELESS PERSONAL COMMUNICATIONS

A Self-Adaptive Deep Learning-Based System for Anomaly Detection in 5G Networks

(2018) Lorenzo Fernandez Maimo et al.   IEEE Access

COVERS-UP: Collaborative Verification of Smart User Profiles for social sustainability of smart cities

(2018) Philip A.K. Lorimer et al.   Sustainable Cities and Society

Research topics related to real-time communications over 5G networks

(2018) Carol Davids et al.   ACM SIGCOMM Computer Communication Review

Mosaic5G

(2018) Navid Nikaein et al.   ACM SIGCOMM Computer Communication Review

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

(2018) Jessica Moysen et al.   COMPUTER COMMUNICATIONS

Analyzing Random Access Collisions in Massive IoT Networks

(2018) Nan Jiang et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Towards Autonomous Security Assurance in 5G Infrastructures

(2018) Stefan Covaci et al.   IEICE TRANSACTIONS ON COMMUNICATIONS

Machine Learning Aided Context-Aware Self-Healing Management for Ultra Dense Networks With QoS Provisions

(2018) Meng Qin et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Beyond 5G With UAVs: Foundations of a 3D Wireless Cellular Network

(2018) Mohammad Mozaffari et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

An Online Context-Aware Machine Learning Algorithm for 5G mmWave Vehicular Communications

(2018) Gek Hong Sim et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Green and Sustainable Cellular Base Stations: An Overview and Future Research Directions

(2017) et al.   Energies

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

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

AMP-Inspired Deep Networks for Sparse Linear Inverse Problems

(2017) Mark Borgerding et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Toward 5G: FiWi Enhanced LTE-A HetNets With Reliable Low-Latency Fiber Backhaul Sharing and WiFi Offloading

(2017) Hamzeh Beyranvand et al.   IEEE-ACM TRANSACTIONS ON NETWORKING

Mastering the game of Go without human knowledge

(2017) David Silver et al.   NATURE

Fundamentals of Molecular Information and Communication Science

(2017) Ozgur B. Akan et al.   PROCEEDINGS OF THE IEEE

Softwarization and Optimization for Sustainable Future Mobile Networks: A Survey

(2017) Dagnachew Azene Temesgene et al.   IEEE Access

Charging Unplugged: Will Distributed Laser Charging for Mobile Wireless Power Transfer Work?

(2016) Qingwen Liu et al.   IEEE Vehicular Technology Magazine

CONDENSE: A Reconfigurable Knowledge Acquisition Architecture for Future 5G IoT

(2016) Dejan Vukobratovic et al.   IEEE Access

Multi-label classification methods for green computing and application for mobile medical recommendations

(2016) Li Guo et al.   IEEE Access

Big data meets telcos: A proactive caching perspective

(2015) Ejder Bastug et al.   JOURNAL OF COMMUNICATIONS AND NETWORKS

Predicting Burned Areas of Forest Fires: An Artificial Intelligence Approach

(2015) Mauro Castelli et al.   Fire Ecology

Cognition-Based Networks: A New Perspective on Network Optimization Using Learning and Distributed Intelligence

(2015) Michele Zorzi et al.   IEEE Access

OpenAirInterface

(2014) Navid Nikaein et al.   ACM SIGCOMM Computer Communication Review

What Will 5G Be?

(2014) Jeffrey G. Andrews et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

DROPv2: energy efficiency through network function virtualization

(2014) Raffaele Bolla et al.   IEEE NETWORK

NFV: state of the art, challenges, and implementation in next generation mobile networks (vEPC)

(2014) Hassan Hawilo et al.   IEEE NETWORK

Computing arbitrary functions of encrypted data

(2010) Craig Gentry   COMMUNICATIONS OF THE ACM