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Towards User-Centric Intelligent Network Selection in 5g Heterogeneous Wireless Networks: A Reinforcement Learning Perspective
Hardcover
Technology & EngineeringNetworking
ISBN13: 9789811511196
Publisher: Springer Nature
Published: Nov 18 2019
Pages: 136
Weight: 0.86
Height: 0.38 Width: 6.14 Depth: 9.21
Language: English
Introduction.- Learning the Optimal Network with Handoff Constraint: MAB RL Based Network Selection.- Learning the Optimal Network with Context Awareness: Transfer RL Based Network Selection.- Meeting Dynamic User Demand with Transmission Cost Awareness: CT-MAB RL Based Network Selection.- Meeting Dynamic User Demand with Handoff Cost Awareness: MDP RL Based Network Handoff.- Matching Heterogeneous User Demands: Localized Cooperation Game and MARL based Network Selection.- Exploiting User Demand Diversity: QoE game and MARL Based Network Selection.- Future Work.
1 different editions
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Towards User-Centric Intelligent Network Selection in 5g Heterogeneous Wireless Networks: A Reinforcement Learning Perspective
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