Towards User-Centric Intelligent Network Selection in 5g Heterogeneous Wireless Networks: A Reinforcement Learning Perspective

By Bin Jiang, Zhiyong Du, Qihui Wu

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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.

Format:Hardcover

Language:English

ISBN:9811511195

ISBN13:9789811511196

Release Date:November 2019

Publisher:Springer

Length:136 Pages

Weight:0.86 lbs.

Dimensions:0.4" x 6.1" x 9.2"

Related Subjects

Computers Computers & Technology Engineering Technology

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Towards User-Centric Intelligent Network Selection in 5g Heterogeneous Wireless Networks: A Reinforcement Learning Perspective

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