A Reinforcement Learning Based Smart Cache Strategy for Cache-Aided Ultra-Dense Network

IEEE Access ◽

10.1109/access.2019.2905589 ◽

2019 ◽

Vol 7 ◽

pp. 39390-39401 ◽

Author(s):

Wei Li ◽

Jun Wang ◽

Guoyong Zhang ◽

Li Li ◽

Ze Dang ◽

...

Keyword(s):

Reinforcement Learning ◽

Dense Network ◽

Cache Strategy ◽

Ultra Dense Network

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Cell Activation Algorithm with Reinforcement Learning in Mobile Ultra Dense Network

The Journal of Korean Institute of Communications and Information Sciences ◽

10.7840/kics.2020.45.2.293 ◽

2020 ◽

Vol 45 (2) ◽

pp. 293-302

Author(s):

Hyebin Park ◽

Yujin Lim

Keyword(s):

Reinforcement Learning ◽

Cell Activation ◽

Dense Network ◽

Ultra Dense Network

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When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multi-Timescale Resource Management for Multi-access Edge Computing in 5G Ultra Dense Network

IEEE Internet of Things Journal ◽

10.1109/jiot.2020.3026589 ◽

2020 ◽

pp. 1-1 ◽

Author(s):

Shuai Yu ◽

Xu Chen ◽

Zhi Zhou ◽

Xiaowen Gong ◽

Di Wu

Keyword(s):

Reinforcement Learning ◽

Resource Management ◽

Edge Computing ◽

Dense Network ◽

Multi Access ◽

Ultra Dense Network

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Energy-Efficient Ultra-Dense Network using Deep Reinforcement Learning

2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC) ◽

10.1109/spawc48557.2020.9154261 ◽

2020 ◽

Author(s):

Hyungyu Ju ◽

Seungnyun Kim ◽

YoungJoon Kim ◽

Hyojin Lee ◽

Byonghyo Shim

Keyword(s):

Reinforcement Learning ◽

Energy Efficient ◽

Dense Network ◽

Ultra Dense Network

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Energy-Efficient Uplink Power Allocation in Ultra-Dense Network Through Multi-agent Reinforcement Learning

10.1109/vtc2021-fall52928.2021.9625554 ◽

2021 ◽

Author(s):

Yujie Zhao ◽

Tao Peng ◽

Yichen Guo ◽

Wenbo Wang

Keyword(s):

Reinforcement Learning ◽

Power Allocation ◽

Energy Efficient ◽

Dense Network ◽

Multi Agent ◽

Ultra Dense Network

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Deep-Reinforcement-Learning-Based Resource Allocation in ultra-dense network

10.1109/wcsp52459.2021.9613186 ◽

2021 ◽

Author(s):

Rui Huangi ◽

Jiangbo Si ◽

Jia Shi ◽

Zan Li

Keyword(s):

Resource Allocation ◽

Reinforcement Learning ◽

Dense Network ◽

Ultra Dense Network

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A Multi-Attribute Handover Algorithm for QoS Enhancement in Ultra Dense Network

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2021.3070337 ◽

2021 ◽

pp. 1-1

Author(s):

Kai Sun ◽

Jiarun Yu ◽

Wei Huang ◽

Haijun Zhang ◽

Victor C.M. Leung

Keyword(s):

Dense Network ◽

Ultra Dense Network ◽

Handover Algorithm

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Energy-Efficient Ultra-Dense Network Using LSTM-based Deep Neural Network

IEEE Transactions on Wireless Communications ◽

10.1109/twc.2021.3061577 ◽

2021 ◽

pp. 1-1

Author(s):

Seungnyun Kim ◽

Junwon Son ◽

Byonghyo Shim

Keyword(s):

Neural Network ◽

Energy Efficient ◽

Deep Neural Network ◽

Dense Network ◽

Ultra Dense Network

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Effective capacity-aware resource allocation for 5G ultra dense network with hybrid access mode

Proceedings of the Conference on Research in Adaptive and Convergent Systems - RACS '19 ◽

10.1145/3338840.3355666 ◽

2019 ◽

Author(s):

Hasan Shamim ◽

Haibo Zhang ◽

Cissoko Moussa ◽

Kaijian Liu

Keyword(s):

Resource Allocation ◽

Effective Capacity ◽

Dense Network ◽

Hybrid Access ◽

Access Mode ◽

Ultra Dense Network

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User-centric Joint Interference Rejection Method in Ultra Dense Network

2020 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC) ◽

10.1109/icspcc50002.2020.9259553 ◽

2020 ◽

Author(s):

Haoyang Qin ◽

Hui Li ◽

Wenjie Zhang

Keyword(s):

Interference Rejection ◽

Dense Network ◽

Rejection Method ◽

User Centric ◽

Ultra Dense Network

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User Performance in a 5G Multi-connectivity Ultra-Dense Network City Scenario

2020 IEEE 45th Conference on Local Computer Networks (LCN) ◽

10.1109/lcn48667.2020.9314774 ◽

2020 ◽

Author(s):

Jose Perdomo ◽

Marten Ericsson ◽

Mats Nordberg ◽

Karl Andersson

Keyword(s):

User Performance ◽

Dense Network ◽

Ultra Dense Network

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