Artificial Intelligence-Based Resource Allocation in Ultradense Networks: Applying Event-Triggered Q-Learning Algorithms

Zhang Haijun; Feng Mengting; Long Keping; Karagiannidis George K.; Nallanathan Arumugam

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Artificial Intelligence-Based Resource Allocation in Ultradense Networks: Applying Event-Triggered Q-Learning Algorithms

机译：超密集网络中基于人工智能的资源分配：应用事件触发的Q学习算法

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来源
《IEEE Vehicular Technology Magazine》 |2019年第4期|56-63|共8页
作者
Zhang Haijun; Feng Mengting; Long Keping; Karagiannidis George K.; Nallanathan Arumugam;
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作者单位

Univ Sci & Technol Beijing Beijing Peoples R China;

Univ Sci & Technol Beijing Sch Comp & Commun Engn Beijing Peoples R China;

Aristotle Univ Thessaloniki Elect & Comp Engn Dept Thessaloniki Greece|Aristotle Univ Thessaloniki Digital Telecommun Syst & Networks Lab Thessaloniki Greece;

Queen Mary Univ London Sch Elect Engn & Comp Sci Wireless Commun London England;

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1. Resource Allocation for Ultradense Networks With Machine-Learning-Based Interference Graph Construction [J] . Cao Jiaqi, Peng Tao, Liu Xin, Internet of Things Journal, IEEE . 2020,第3期

机译：基于机器学习的干扰图构造的超声网络资源分配
2. Joint Access and Resource Allocation in Ultradense mmWave NOMA Networks With Mobile Edge Computing [J] . Nouri Nima, Abouei Jamshid, Jaseemuddin Muhammad, Internet of Things Journal, IEEE . 2020,第2期

机译：具有移动边缘计算的Ultradense MMWAVE NOMA网络中的联合访问和资源分配
3. Graph-Based Joint User-Centric Overlapped Clustering and Resource Allocation in Ultradense Networks [J] . Lin Yan, Zhang Rong, Li Chunguo, Fortschritte der Physik . 2018,第5期

机译：基于图的联合用户中心重叠的聚类和超声网络中的资源分配
4. Resource Allocation For D2D Communications With A Novel Distributed Q-Learning Algorithm In Heterogeneous Networks [C] . Yung-Fa Huang, Tan-Hsu Tan, Neng-Chung Wang, International Conference on Machine Learning and Cybernetics . 2018

机译：异构网络中采用新型分布式Q学习算法的D2D通信资源分配
5. Efficient artificial intelligence-based localization algorithms for Wireless Sensor Networks. [D] . Abdel-hadi, Mohammad Jaser. 2012

机译：无线传感器网络的基于人工智能的高效定位算法。
6. Estimation of Distribution Algorithm for Resource Allocation in Green Cooperative Cognitive Radio Sensor Networks [O] . Muhammad Naeem, Udit Pareek, Daniel C. Lee, 2013

机译：绿色合作认知无线电传感器网络中资源分配的分配算法估计
7. Proposal and Investigation of an Artificial Intelligence (AI)-Based Cloud Resource Allocation Algorithm in Network Function Virtualization Architectures [O] . Vincenzo Eramo, Francesco Giacinto Lavacca, Tiziana Catena, 2020

机译：网络函数虚拟化架构中云资源分配算法的人工智能（AI）的提案和调查
8. Complexity Analysis and Algorithms for Optimal Resource Allocation in Wireless Networks. [R] . Luo, Z. 2012

机译：无线网络资源优化配置的复杂性分析与算法。

Artificial Intelligence-Based Resource Allocation in Ultradense Networks: Applying Event-Triggered Q-Learning Algorithms

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