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Adaptive Video Streaming for Massive MIMO Networks via Approximate MDP and Reinforcement Learning

  • Published:2020-09 Issue:9 Volume:19 Page:5716-5731
  • ISSN:1536-1276
  • Container-title:IEEE Transactions on Wireless Communications
  • language:
  • Short-container-title:IEEE Trans. Wireless Commun.

Author:

Lan QiaoORCID,Lv Bojie,Wang RuiORCID,Huang KaibinORCID,Gong YiORCID

Funder

Guangdong Basic and Applied Basic Research Foundation

Natural Science Foundation of China

Project the Verification Platform of Multi-tier Coverage Communication Network for Oceans

Hong Kong Research Grants Council

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Applied Mathematics,Electrical and Electronic Engineering,Computer Science Applications

Cited by 10 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A Deep Reinforcement Learning-Based Optimal Transmission Control Method for Streaming Videos;IEEE Access;2024

2. Probabilistic Constrained Optimization for Predictive Video Streaming by Deep Learning;IEEE Transactions on Communications;2023-02

3. Edge-Assisted Massive Video Delivery Over Cell-Free Massive MIMO;IEEE Transactions on Multimedia;2023

4. Efficient Online Learning Based Cross-Tier Uplink Scheduling in HetNets;IEEE/ACM Transactions on Networking;2022-12

5. Index-aware reinforcement learning for adaptive video streaming at the wireless edge;Proceedings of the Twenty-Third International Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Mobile Computing;2022-10-03
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