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Structure-Enhanced Deep Reinforcement Learning for Optimal Transmission Scheduling


Nov 20, 2022
Jiazheng Chen, Wanchun Liu, Daniel E. Quevedo, Yonghui Li, Branka Vucetic

* 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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A Scalable Graph Neural Network Decoder for Short Block Codes


Nov 13, 2022
Kou Tian, Chentao Yue, Changyang She, Yonghui Li, Branka Vucetic

* Submitted to IEEE conference for possible publication 

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Signal Detection in MIMO Systems with Hardware Imperfections: Message Passing on Neural Networks


Oct 08, 2022
Dawei Gao, Qinghua Guo, Guisheng Liao, Yonina C. Eldar, Yonghui Li, Yanguang Yu, Branka Vucetic


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Deep Learning for Wireless Networked Systems: a joint Estimation-Control-Scheduling Approach


Oct 03, 2022
Zihuai Zhao, Wanchun Liu, Daniel E. Quevedo, Yonghui Li, Branka Vucetic

* 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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Unitary Approximate Message Passing for Matrix Factorization


Jul 31, 2022
Zhengdao Yuan, Qinghua Guo, Yonina C. Eldar, Yonghui Li

* Submitted for possible publication 

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Reconfigurable Intelligent Surface-aided $M$-ary FM-DCSK System: a New Design for Noncoherent Chaos-based Communication


Jun 16, 2022
Huan Ma, Yi Fang, Pingping Chen, Yonghui Li


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DRL-based Resource Allocation in Remote State Estimation


May 24, 2022
Gaoyang Pang, Wanchun Liu, Yonghui Li, Branka Vucetic

* Paper submitted to IEEE for possible publication. arXiv admin note: text overlap with arXiv:2205.11861 

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Deep Reinforcement Learning for Radio Resource Allocation in NOMA-based Remote State Estimation


May 24, 2022
Gaoyang Pang, Wanchun Liu, Yonghui Li, Branka Vucetic

* Paper submitted to IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Design of a Reconfigurable Intelligent Surface-Assisted FM-DCSK-SWIPT Scheme with Non-linear Energy Harvesting Model


May 14, 2022
Yi Fang, Yiwei Tao, Huan Ma, Yonghui Li, Mohsen Guizani


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Spatio-Temporal-Frequency Graph Attention Convolutional Network for Aircraft Recognition Based on Heterogeneous Radar Network


Apr 15, 2022
Han Meng, Yuexing Peng, Wenbo Wang, Peng Cheng, Yonghui Li, Wei Xiang

* 11 pages, 17 figures 

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