Resource allocation in mmWave 5G IAB networks: A reinforcement learning approach based on column generation
出版年份 2021 全文链接
标题
Resource allocation in mmWave 5G IAB networks: A reinforcement learning approach based on column generation
作者
关键词
Millimeter-wave communication, Wireless access networks, IAB networks, Resource allocation, Deep reinforcement learning, Long short-term memory (LSTM), Column generation
出版物
Computer Networks
Volume 196, Issue -, Pages 108248
出版商
Elsevier BV
发表日期
2021-06-23
DOI
10.1016/j.comnet.2021.108248
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Deep Reinforcement Learning-Based Spectrum Allocation in Integrated Access and Backhaul Networks
- (2020) Wanlu Lei et al. IEEE Transactions on Cognitive Communications and Networking
- Relay-Assisted and QoS Aware Scheduling to Overcome Blockage in mmWave Backhaul Networks
- (2019) Yong Niu et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Dealing with Limited Backhaul Capacity in Millimeter-Wave Systems: A Deep Reinforcement Learning Approach
- (2019) Mingjie Feng et al. IEEE COMMUNICATIONS MAGAZINE
- QoS-Oriented joint optimization of resource allocation and concurrent scheduling in 5G millimeter-wave network
- (2019) Zhongyu Ma et al. Computer Networks
- SCAROS: A Scalable and Robust Self-Backhauling Solution for Highly Dynamic Millimeter-Wave Networks
- (2019) Andrea Ortiz et al. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
- Ultra-Reliable Communication in 5G mmWave Networks: A Risk-Sensitive Approach
- (2018) Trung Kien Vu et al. IEEE COMMUNICATIONS LETTERS
- Delay-Aware Optimization Framework for Proportional Flow Delay Differentiation in Millimeter-Wave Backhaul Cellular Networks
- (2018) Juan Garcia-Rois et al. IEEE TRANSACTIONS ON COMMUNICATIONS
- Analysis of Millimeter-Wave Multi-Hop Networks With Full-Duplex Buffered Relays
- (2018) Guang Yang et al. IEEE-ACM TRANSACTIONS ON NETWORKING
- Bandwidth Partitioning and Downlink Analysis in Millimeter Wave Integrated Access and Backhaul for 5G
- (2018) Chiranjib Saha et al. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
- Deep Multi-User Reinforcement Learning for Distributed Dynamic Spectrum Access
- (2018) Oshri Naparstek et al. IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS
- Radio Resource Management Considerations for 5G Millimeter Wave Backhaul and Access Networks
- (2017) Yilin Li et al. IEEE COMMUNICATIONS MAGAZINE
- Gbps User Rates Using mmWave Relayed Backhaul With High-Gain Antennas
- (2017) Jinfeng Du et al. IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
- Energy-Efficient Scheduling for mmWave Backhauling of Small Cells in Heterogeneous Cellular Networks
- (2017) Yong Niu et al. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY
- Engineering Wireless Mesh Networks: Joint Scheduling, Routing, Power Control, and Rate Adaptation
- (2010) Jun Luo et al. IEEE-ACM TRANSACTIONS ON NETWORKING
- Routing, scheduling and channel assignment in Wireless Mesh Networks: Optimization models and algorithms
- (2009) A. Capone et al. Ad Hoc Networks
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