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Wideband Channel Estimation for IRS-Aided Systems in the Face of Beam Squint


Jun 05, 2021
Siqi Ma, Wenqian Shen, Jianping An, Lajos Hanzo


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Antenna Array Diagnosis for Millimeter-Wave MIMO Systems


Jun 05, 2021
Siqi Ma, Wenqian Shen, Jianping An, Lajos Hanzo


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Joint Training of the Superimposed Direct and Reflected Links in Reconfigurable Intelligent Surface Assisted Multiuser Communications


May 30, 2021
Jiancheng An, Chao Xu, Li Wang, Yusha Liu, Lu Gan, Lajos Hanzo


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Cooperative 3D Beamforming for Small-Cell and Cell-Free 6G Systems


May 16, 2021
Sarath Gopi, Sheetal Kalyani, Lajos Hanzo


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NOMA for Next-generation Massive IoT: Performance Potential and Technology Directions


Apr 11, 2021
Yifei Yuan, Sen Wang, Yongpeng Wu, H. Vincent Poor, Zhiguo Ding, Xiaohu You, Lajos Hanzo


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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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