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A novel deep reinforcement learning architecture for dynamic power and bandwidth allocation in multibeam satellites

Jing Xu, Zhongtian Zhao, Lei Wang, Yizhai Zhang

2022Acta Astronautica13 citationsDOI

Topics & Concepts

Reinforcement learningBandwidth (computing)Computer scienceComputationDynamic bandwidth allocationResource allocationArchitecturePopulationGenetic algorithmBandwidth allocationReal-time computingDistributed computingMathematical optimizationAlgorithmArtificial intelligenceComputer networkMachine learningMathematicsDemographyVisual artsSociologyArtSatellite Communication SystemsAge of Information OptimizationSpace Satellite Systems and Control
A novel deep reinforcement learning architecture for dynamic power and bandwidth allocation in multibeam satellites | Litcius