Towards user-centric intelligent network selection in 5G heterogeneous wireless networks : a reinforcement learning perspective /: a reinforcement learning perspective. (2020)

• Record Type: Book
• Further Information: Note: Zhiyong Du, Bin Jiang, Qihui Wu, Yuhua Xu, Kun Xu.
• Other Names: Du, Zhiyong
• Contents: 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.
• Publisher Details: Singapore : Springer
• Publication Date: 2020
• Extent: 1 online resource
• Subjects: 621.382; 5G mobile communication systems; Wireless communication systems; Reinforcement learning; 5G mobile communication systems; Reinforcement learning; Wireless communication systems; Electronic books
• Languages: English
• ISBNs: 9789811511202; 9811511209
• Related ISBNs: 9789811511196; 9811511195
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.