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A Linear Bayesian Learning Receiver Scheme for Massive MIMO Systems


Oct 27, 2021
Alva Kosasih, Wibowo Hardjawana, Branka Vucetic, Chao-Kai Wen


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A Bayesian Receiver with Improved Complexity-Reliability Trade-off in Massive MIMO Systems


Oct 27, 2021
Alva Kosasih, Vera Miloslavskaya, Wibowo Hardjawana, Changyang She, Chao-Kai Wen, Branka Vucetic


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Channel Customization for Joint Tx-RISs-Rx Design in Hybrid mmWave systems


Sep 27, 2021
Weicong Chen, Chao-Kai Wen, Xiao Li, 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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Enabling Plug-and-Play and Crowdsourcing SLAM in Wireless Communication Systems


Aug 08, 2021
Jie Yang, Chao-Kai Wen, Shi Jin, Xiao Li

* Paper accepted for publication in IEEE Transactions on Wireless Communications 

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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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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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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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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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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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