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Global Optimization for IRS-Assisted Wireless Communications: from Physics and Electromagnetic Perspectives

May 13, 2021
Xin Cheng, Yan Lin, Weiping Shi, Jiayu Li, Cunhua Pan, Feng Shu, Yongpeng Wu, Jiangzhou Wang

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Reconfigurable Intelligent Surface aided Massive MIMO Systems with Low-Resolution DACs

Mar 16, 2021
Jianxin Dai, Yuanyuan Wang, Cunhua Pan, Kangda Zhi, Hong Ren, Kezhi Wang

* Keywords: Intelligent Reflecting Surface (IRS), Reconfigurable Intelligent Surface (RIS), massive MIMO, low-resolution ADC 

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Self-Sustainable Reconfigurable Intelligent Surface Aided Simultaneous Terahertz Information and Power Transfer (STIPT)

Feb 08, 2021
Yijin Pan, Kezhi Wang, Cunhua Pan, Huiling Zhu, Jiangzhou Wang

* Keywords: reconfigurable intelligent surface, Intelligent Reflecting Surface, terahertz communications, simultaneous terahertz information and power transfer 

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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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Secure Wireless Communication in RIS-Aided MISO Systems with Hardware Impairments

Dec 24, 2020
Gui Zhou, Cunhua Pan, Hong Ren, Kezhi Wang, Zhangjie Peng

* Submit to IEEE journal. Keywords: reconfigurable intelligent surface (RIS), intelligent reflecting surface, hardware impairments 

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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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Distributed Resource Scheduling for Large-Scale MEC Systems: A Multi-Agent Ensemble Deep Reinforcement Learning with Imitation Acceleration

May 21, 2020
Feibo Jiang, Li Dong, Kezhi Wang, Kun Yang, Cunhua Pan

* Submitted for Review 

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Stacked Auto Encoder Based Deep Reinforcement Learning for Online Resource Scheduling in Large-Scale MEC Networks

Jan 24, 2020
Feibo Jiang, Kezhi Wang, Li Dong, Cunhua Pan, Kun Yang

* Submitted for review 

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Deep Reinforcement Learning Based Dynamic Trajectory Control for UAV-assisted Mobile Edge Computing

Nov 10, 2019
Liang Wang, Kezhi Wang, Cunhua Pan, Wei Xu, Nauman Aslam, Arumugam Nallanathan

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