A Reinforcement Learning based evolutionary multi-objective optimization algorithm for spectrum allocation in Cognitive Radio networks
Amandeep Kaur, Krishan Kumar
Topics & Concepts
Computer scienceCognitive radioReinforcement learningFrequency allocationBottleneckGenetic algorithmMathematical optimizationEvolutionary algorithmPareto principleSortingSpectrum managementWireless networkWirelessSpectral efficiencyContext (archaeology)Multi-objective optimizationArtificial intelligenceAlgorithmMachine learningComputer networkTelecommunicationsMathematicsBiologyEmbedded systemChannel (broadcasting)PaleontologyCognitive Radio Networks and Spectrum SensingAdvanced MIMO Systems OptimizationPower Line Communications and Noise