Telecom IT · 2020 · 18 citations · 9 references
ComputingComputer ScienceElectrical EngineeringArtificial IntelligenceComputer NetworksMachine LearningCommunication NetworksCommunication SystemsDeep LearningMobile NetworksNetwork Performance AnalysisNeural Networks5G Mobile Networks5G NetworksTelecommunication InfrastructureTelecommunications Network DesignTelecommunications Networks
Research subject. Fifth-generation telecommunication networks are currently the determining direction of telecommunications development as a whole. At the same time, the complexity of the processes of functioning of fifth-generation telecommunication networks increases by an order of magnitude compared to existing networks. All this requires the use of new technologies, including artificial intelligence, to ensure the stable functioning of telecommunication networks. Method. System analysis. Core results. The scientific tasks for the fifth generation communication networks, in which the use of artificial intelligence seems appropriate, including machine and deep learning, are identified. Practical significance. The results of the work can be useful in the education process in the field of networks and telecommunication systems, as well as for setting new scientific tasks for PhD students.
9
Artificial neural networks used in optimization problems
Juan F. De Paz, Pablo Chamoso · Neurocomputing · 2017 · 263 citations