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AI Enlightens Wireless Communication: Analyses, Solutions and Opportunities on CSI Feedback


Jun 15, 2021
Han Xiao, Zhiqin Wang, Wenqiang Tian, Xiaofeng Liu, Wendong Liu, Shi Jin, Jia Shen, Zhi Zhang, Ning Yang


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Cell-Free Symbiotic Radio: Channel Estimation Method and Achievable Rate Analysis


Jun 11, 2021
Zhuoyin Dai, Ruoguang Li, Jingran Xu, Yong Zeng, Shi Jin

* 6 pages, 3 figures, conference 

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Deep Source-Channel Coding for Sentence Semantic Transmission with HARQ


Jun 06, 2021
Peiwen Jiang, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Physical Layer Security for UAV Communications in 5G and Beyond Networks


May 24, 2021
Jue Wang, Xuanxuan Wang, Ruifeng Gao, Chengleyang Lei, Wei Feng, Ning Ge, Shi Jin, Tony Q. S. Quek


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Deep Learning-based Implicit CSI Feedback in Massive MIMO


May 21, 2021
Muhan Chen, Jiajia Guo, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li, Ang Yang

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Integrated Sensing and Communication with Multi-Domain Cooperation


May 07, 2021
Jie Yang, Xi Yang, Chao-Kai Wen, Shi Jin

* 14 Pages, 4 Figures. This paper has been submitted to the IEEE Commun. Mag. for possible publication 

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3-D Deployment of UAV Swarm for Massive MIMO Communications


May 03, 2021
Ning Gao, Xiao Li, Shi Jin, Michail Matthaiou


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Adaptive Channel Estimation Based on Model-Driven Deep Learning for Wideband mmWave Systems


Apr 28, 2021
Weijie Jin, Hengtao He, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li

* 6 pages, 8 figures 

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Model-based Learning Network for 3-D Localization in mmWave Communications


Mar 20, 2021
Jie Yang, Shi Jin, Chao-Kai Wen, Jiajia Guo, Michail Matthaiou, Bo Gao

* Paper accepted for publication in IEEE Transactions on Wireless Communications. arXiv admin note: text overlap with arXiv:1908.04142 

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Fast Antenna and Beam Switching Method for mmWave Handsets with Hand Blockage


Mar 15, 2021
Wan-Ting Shih, Chao-Kai Wen, Shang-Ho, Tsai, Shi Jin

* 32 pages, 13 figures, 3 tables; IEEE Transactions on Wireless Communications 

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Spatial Modulation: an Attractive Secure Solution to Future Wireless Network


Mar 06, 2021
Feng Shu, Lin Liu, LiLi Yang, Xinyi Jiang, Guiyang Xia, Yuanyuan Wu, Xianpeng Wang, Shi Jin, Jiangzhou Wang, Xiaohu You

* arXiv admin note: text overlap with arXiv:1907.02215 

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Hybrid Beamforming for mmWave MU-MISO Systems Exploiting Multi-agent Deep Reinforcement Learning


Feb 01, 2021
Qisheng Wang, Xiao Li, Shi Jin, Yijiain Chen

* 5 pages, 4 figures, journal paper in press for publication 

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Path Loss Modeling and Measurements for Reconfigurable Intelligent Surfaces in the Millimeter-Wave Frequency Band


Jan 21, 2021
Wankai Tang, Xiangyu Chen, Ming Zheng Chen, Jun Yan Dai, Yu Han, Marco Di Renzo, Shi Jin, Qiang Cheng, Tie Jun Cui

* We introduce model refinements to our previously proposed free-space path loss model for RISs in order to make it simpler, more applicable, and easier to use. We report the world's first measurement campaign to characterize the path loss for RIS-assisted mmWave wireless communications 

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CAnet: Uplink-aided Downlink Channel Acquisition in FDD Massive MIMO using Deep Learning


Jan 12, 2021
Jiajia Guo, Chao-Kai Wen, Shi Jin

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Phase Retrieval using Expectation Consistent Signal Recovery Algorithm based on Hypernetwork


Jan 12, 2021
Chang-Jen Wang, Chao-Kai Wen, Shang-Ho, Tsai, Shi Jin, Geoffrey Ye Li

* 13 pages, 9 figures, submitted to IEEE SP 

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Communication and Localization with Extremely Large Lens Antenna Array


Dec 21, 2020
Jie Yang, Yong Zeng, Shi Jin, Chao-Kai Wen, Pingping Xu

* Paper accepted for publication in IEEE Transactions on Wireless Communications 

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Solving Sparse Linear Inverse Problems in Communication Systems: A Deep Learning Approach With Adaptive Depth


Oct 29, 2020
Wei Chen, Bowen Zhang, Shi Jin, Bo Ai, Zhangdui Zhong

* IEEE Journal on Selected Areas in Communications (JSAC), accepted 

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Robot-assisted Backscatter Localization for IoT Applications


May 21, 2020
Shengkai Zhang, Wei Wang, Sheyang Tang, Shi Jin, Tao Jiang

* To appear in IEEE Transactions on Wireless Communications. arXiv admin note: substantial text overlap with arXiv:1908.03297 

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Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV with Deep Reinforcement Learning


Mar 17, 2020
Yong Zeng, Xiaoli Xu, Shi Jin, Rui Zhang


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Federated Learning with Differential Privacy: Algorithms and Performance Analysis


Nov 08, 2019
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Howard H. Yang, Farokhi Farhad, Shi Jin, Tony Q. S. Quek, H. Vincent Poor


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Performance Analysis on Federated Learning with Differential Privacy


Nov 01, 2019
Kang Wei, Jun Li, Ming Ding, Chuan Ma, Howard H. Yang, Farokhi Farhad, Shi Jin, Tony Q. S. Quek, H. Vincent Poor


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Localizing Backscatters by a Single Robot With Zero Start-up Cost


Aug 09, 2019
Shengkai Zhang, Wei Wang, Sheyang Tang, Shi Jin, Tao Jiang


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Model-Driven Deep Learning for Joint MIMO Channel Estimation and Signal Detection


Jul 22, 2019
Hengtao He, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li

* 27 Pages, 8 Figures, 1 Table. This paper has been submitted to the IEEE for possible publication 

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Deep Learning Based on Orthogonal Approximate Message Passing for CP-Free OFDM


May 04, 2019
Jing Zhang, Hengtao He, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li

* 5 pages, 4 figures, updated manuscript, International Conference on Acoustics, Speech and Signal Processing (ICASSP 2019). arXiv admin note: substantial text overlap with arXiv:1903.04766 

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Artificial Intelligence-aided OFDM Receiver: Design and Experimental Results


Dec 20, 2018
Peiwen Jiang, Tianqi Wang, Bin Han, Xuanxuan Gao, Jing Zhang, Chao-Kai Wen, Shi Jin, Geoffrey Ye Li

* 29 pages, 13 figures, submitted to IEEE Journal on Selected Areas in Communications 

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Model-Driven Deep Learning for Physical Layer Communications


Sep 17, 2018
Hengtao He, Shi Jin, Chao-Kai Wen, Feifei Gao, Geoffrey Ye Li, Zongben Xu

* 14 pages,6 figures 

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Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55


Oct 27, 2017
Li Yi, Lin Shao, Manolis Savva, Haibin Huang, Yang Zhou, Qirui Wang, Benjamin Graham, Martin Engelcke, Roman Klokov, Victor Lempitsky, Yuan Gan, Pengyu Wang, Kun Liu, Fenggen Yu, Panpan Shui, Bingyang Hu, Yan Zhang, Yangyan Li, Rui Bu, Mingchao Sun, Wei Wu, Minki Jeong, Jaehoon Choi, Changick Kim, Angom Geetchandra, Narasimha Murthy, Bhargava Ramu, Bharadwaj Manda, M Ramanathan, Gautam Kumar, P Preetham, Siddharth Srivastava, Swati Bhugra, Brejesh Lall, Christian Haene, Shubham Tulsiani, Jitendra Malik, Jared Lafer, Ramsey Jones, Siyuan Li, Jie Lu, Shi Jin, Jingyi Yu, Qixing Huang, Evangelos Kalogerakis, Silvio Savarese, Pat Hanrahan, Thomas Funkhouser, Hao Su, Leonidas Guibas


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