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

by Bin Jiang, Zhiyong Du, Qihui Wu

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...

• 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"