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

Paulo Valente Klaine, Muhammad Ali Imran, Oluwakayode Onireti, +1

IEEE Communications Surveys & Tutorials

Autonomous NetworkMl AlgorithmNetwork ScienceMachine LearningData Science +13

Blockchain-enabled resource management and sharing for 6G communications

Hao Xu, Paulo Valente Klaine, Oluwakayode Onireti, +3

Digital Communications and Networks

5G Network SlicingEngineeringNetwork SlicingEdge ComputingCloud Computing +9

Distributed Drone Base Station Positioning for Emergency Cellular Networks Using Reinforcement Learning

Paulo Valente Klaine, João Pedro Battistella Nadas, Richard Demo Souza, +1

Cognitive Computation

Efficient Handover Mechanism for Radio Access Network Slicing by Exploiting Distributed Learning

Yao Sun, Wei Jiang, Gang Feng, +4

IEEE Transactions on Network and Service Management

Smart Handover Scheme5G Network SlicingEngineeringQuality-of-serviceDynamic Spectrum Management +15

Privacy-Preserving Contact Tracing and Public Risk Assessment Using Blockchain for COVID-19 Pandemic

Paulo Valente Klaine, Lei Zhang, Bingpeng Zhou, +3

IEEE Internet of Things Magazine

EngineeringInformation SecurityDistributed LedgerCovid-19New Normal Way +14

Wireless Distributed Consensus in Vehicle to Vehicle Networks for Autonomous Driving

Chenglin Feng, Zhangchen Xu, Xincheng Zhu, +2

IEEE Transactions on Vehicular Technology

Vehicle CommunicationInternet Of VehicleEngineeringAutonomous SystemsFault-tolerant Messaging +14

Energy Minimization UAV Trajectory Design for Delay-Tolerant Emergency Communication

Yusuf Sambo, Paulo Valente Klaine, João Pedro Battistella Nadas, +1

EngineeringAerospace EngineeringTrajectory DesignUnmanned SystemSpace-air-ground Integrated Network +10

Channel Access and Power Control for Energy-Efficient Delay-Aware Heterogeneous Cellular Networks for Smart Grid Communications Using Deep Reinforcement Learning

Fauzun Abdullah Asuhaimi, Shengrong Bu, Paulo Valente Klaine, +1

IEEE Access

Cellular NetworksEnergy ControlEngineeringIntelligent Energy SystemSmart Grid +13

Backhaul Aware User-Specific Cell Association Using Q-Learning

Paulo Valente Klaine, Mona Jaber, Richard Demo Souza, +1

IEEE Transactions on Wireless Communications

Intelligent Information ProcessingEngineeringMachine LearningQuality-of-serviceData Science +16

Distributed Learning Based Handoff Mechanism for Radio Access Network Slicing with Data Sharing

Yao Sun, Gang Feng, Lei Zhang, +3

5G Network SlicingMulti-agent Reinforcement LearningEngineeringQuality-of-serviceRadio Access Network +16