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Empowering Mobile Edge Computing by Exploiting Reconfigurable Intelligent Surface

Feb 04, 2021
Tong Bai, Cunhua Pan, Chao Han, Lajos Hanzo

* Keywords: Reconfigurable Intelligent Surface, Intelligent Reflecting Surface, Mobile edge computing 

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Is NOMA Efficient in Multi-Antenna Networks? A Critical Look at Next Generation Multiple Access Techniques

Jan 12, 2021
Bruno Clerckx, Yijie Mao, Robert Schober, Eduard Jorswieck, David J. Love, Jinhong Yuan, Lajos Hanzo, Geoffrey Ye Li, Erik G. Larsson, Giuseppe Caire

* submitted for publication 

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Airplane-Aided Integrated Next-Generation Networking

Jan 03, 2021
Muralikrishnan Srinivasan, Sarath Gopi, Sheetal Kalyani, Xiaojing Huang, Lajos Hanzo


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Multi-Agent Deep Reinforcement Learning Based Trajectory Planning for Multi-UAV Assisted Mobile Edge Computing

Sep 23, 2020
Liang Wang, Kezhi Wang, Cunhua Pan, Wei Xu, Nauman Aslam, Lajos Hanzo

* Accepted by IEEE Transactions on Cognitive Communications and Networking 

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Accelerating Deep Reinforcement Learning With the Aid of a Partial Model: Power-Efficient Predictive Video Streaming

Mar 21, 2020
Dong Liu, Jianyu Zhao, Chenyang Yang, Lajos Hanzo


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Artificial Intelligence Aided Next-Generation Networks Relying on UAVs

Jan 28, 2020
Xiao Liu, Mingzhe Chen, Yuanwei Liu, Yue Chen, Shuguang Cui, Lajos Hanzo


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Optimizing Wireless Systems Using Unsupervised and Reinforced-Unsupervised Deep Learning

Jan 03, 2020
Dong Liu, Chengjian Sun, Chenyang Yang, Lajos Hanzo

* To appear in IEEE Network Magazine 

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Thirty Years of Machine Learning:The Road to Pareto-Optimal Next-Generation Wireless Networks

Jan 24, 2019
Jingjing Wang amd Chunxiao Jiang, Haijun Zhang, Yong Ren, Kwang-Cheng Chen, Lajos Hanzo

* 75 pages, 20 figs 

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