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Lajos Hanzo

Fellow, IEEE

Cooperative Multiterminal Radar and Communication: A New Paradigm for 6G Mobile Networks


Nov 09, 2021
Leonardo Leyva, Daniel Castanheira, Adão Silva, Atílio Gameiro, Lajos Hanzo

* 10 pages, 3 figures, accepted for publication in IEEE Vehicular Technology Magazine 

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Multi-Pair Two-Way Massive MIMO DF Relaying Over Rician Fading Channels Under Imperfect CSI


Oct 28, 2021
Zhangjie Peng, Shuxian Wang, Cunhua Pan, Xianzhe Chen, Julian Cheng, Lajos Hanzo

* Accepted by IEEE Wireless Communications Letters 

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Deep Reinforcement Learning Aided Packet-Routing For Aeronautical Ad-Hoc Networks Formed by Passenger Planes


Oct 28, 2021
Dong Liu, Jingjing Cui, Jiankang Zhang, Chenyang Yang, Lajos Hanzo

* IEEE Transactions on Vehicular Technology, vol. 70, no. 5, pp. 5166-5171, May 2021 

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Deep Learning Aided Packet Routing in Aeronautical Ad-Hoc Networks Relying on Real Flight Data: From Single-Objective to Near-Pareto Multi-Objective Optimization


Oct 28, 2021
Dong Liu, Jiankang Zhang, Jingjing Cui, Soon-Xin Ng, Robert G. Maunder, Lajos Hanzo

* Published in IEEE Internet of Things Journal 

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Deep Learning Aided Routing for Space-Air-Ground Integrated Networks Relying on Real Satellite, Flight, and Shipping Data


Oct 28, 2021
Dong Liu, Jiankang Zhang, Jingjing Cui, Soon-Xin Ng, Robert G. Maunder, Lajos Hanzo

* Accepted by IEEE Wireless Communications 

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The Optimal Pilot Power Allocation Strategy for Multi-IRS Assisted Communication Systems


Oct 22, 2021
Jiancheng An, Chao Xu, Lu Gan, Chau Yuen, Lajos Hanzo


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Reconfigurable Intelligent Surface-Enhanced OFDM Communications via Delay Adjustable Metasurface


Oct 18, 2021
Jiancheng An, Chao Xu, Derrick Wing Kwan Ng, Chau Yuen, Lu Gan, Lajos Hanzo


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NOMA-Aided Joint Radar and Multicast-Unicast Communication Systems


Oct 05, 2021
Xidong Mu, Yuanwei Liu, Li Guo, Jiaru Lin, Lajos Hanzo

* 31 pages, 11 figures 

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Near-Field Wideband Beamforming for Extremely Large Antenna Array


Sep 21, 2021
Mingyao Cui, Linglong Dai, Robert Schober, Lajos Hanzo

* The near-field beam split effect, which is a fundamental difference between large antenna array and extremely large antenna array, is revealed and addressed. We also define a more accurate metric called effective Rayleigh distance to divide the near-field and far-field. Simulation codes will be provided after publication: http://oa.ee.tsinghua.edu.cn/dailinglong/publications/publications.html 

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Hybrid Transceiver Design for Tera-Hertz MIMO Systems Relying on Bayesian Learning Aided Sparse Channel Estimation


Sep 20, 2021
Suraj Srivastava, Ajeet Tripathi, Neeraj Varshney, Aditya K. Jagannatham, Lajos Hanzo


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Physical Layer Anonymous Precoding: The Path to Privacy-Preserving Communications


Sep 18, 2021
Zhongxiang Wei, Christos Masouros, H. Vincent Poor, Athina P. Petropulu, Lajos Hanzo


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Simultaneously Transmitting and Reflecting (STAR) Intelligent Omni-Surfaces, Their Modeling and Implementation


Sep 03, 2021
Jiaqi Xu, Yuanwei Liu, Xidong Mu, Joey Tianyi Zhou, Lingyang Song, H. Vincent Poor, Lajos Hanzo

* Submitted to IEEE for possible publication 

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Spectrum Learning-Aided Reconfigurable Intelligent Surfaces for 'Green' 6G Networks


Sep 03, 2021
Bo Yang, Xuelin Cao, Chongwen Huang, Yong Liang Guan, Chau Yuen, Marco Di Renzo, Dusit Niyato, Merouane Debbah, Lajos Hanzo


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Two-Timescale Design for Reconfigurable Intelligent Surface-Aided Massive MIMO Systems with Imperfect CSI


Aug 18, 2021
Kangda Zhi, Cunhua Pan, Hong Ren, Kezhi Wang, Maged Elkashlan, Marco Di Renzo, Robert Schober, H. Vincent Poor, Jiangzhou Wang, Lajos Hanzo

* 71 pages, submitted to IEEE TIT. Keywords: Reconfigurable Intelligent Surface, Intelligent Reflecting Surface, Massive MIMO, Channel estimation, etc 

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Low-Complexity Improved-Throughput Generalised Spatial Modulation: Bit-to-Symbol Mapping, Detection and Performance Analysis


Jul 27, 2021
Jiancheng An, Chao Xu, Yusha Liu, Lu Gan, Lajos Hanzo


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Compact User-Side Reconfigurable Intelligent Surfaces for Uplink Transmission


Jul 19, 2021
Kunzan Liu, Zijian Zhang, Linglong Dai, Lajos Hanzo

* 26 pages, 10 figures, submitted to IEEE Transactions on Communications 

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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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