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DFRC with Improved Communication-Sensing Trade-off via Private Subcarrier Permutations and Pairing with Antennas


Apr 19, 2022
Zhaoyi Xu, Athina P. Petropulu


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Phased Array With Improved Beamforming Capability via Use of Double Phase Shifters


Apr 14, 2022
Zhaoyi Xu, Athina P. Petropulu


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Simultaneous Monitoring of Multiple People's Vital Sign Leveraging a Single Phased-MIMO Radar


Oct 15, 2021
Zhaoyi Xu, Cong Shi, Tianfang Zhang, Shuping Li, Yichao Yuan, Chung-Tse Michael Wu, Yingying Chen, Athina Petropulu


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Remaining useful life prediction with uncertainty quantification: development of a highly accurate model for rotating machinery


Sep 23, 2021
Zhaoyi Xu, Yanjie Guo, Joseph Homer Saleh


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Accurate Remaining Useful Life Prediction with Uncertainty Quantification: a Deep Learning and Nonstationary Gaussian Process Approach


Sep 23, 2021
Zhaoyi Xu, Yanjie Guo, Joseph Homer Saleh

* 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. arXiv admin note: text overlap with arXiv:2109.11579 

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A Wideband Dual Function Radar Communication System With Sparse Array and OFDM Waveforms


Jun 10, 2021
Zhaoyi Xu, Athina Petropulu


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Sparse Antenna Array Design for MIMO Radar Using Softmax Selection


Feb 09, 2021
Konstantinos Diamantaras, Zhaoyi Xu, Athina Petropulu

* arXiv admin note: text overlap with arXiv:2101.06837 

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Learning to Select for MIMO Radar based on Hybrid Analog-Digital Beamforming


Jan 18, 2021
Zhaoyi Xu, Fan Liu, Konstantinos Diamantaras, Christos Masouros, Athina Petropulu


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Machine Learning for Reliability Engineering and Safety Applications: Review of Current Status and Future Opportunities


Aug 19, 2020
Zhaoyi Xu, Joseph Homer Saleh

* 50 pages 

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Machine Learning Promoting Extreme Simplification of Spectroscopy Equipment


Aug 06, 2018
Jianchao Lee, Qiannan Duan, Sifan Bi, Ruen Luo, Yachao Lian, Hanqiang Liu, Ruixing Tian, Jiayuan Chen, Guodong Ma, Jinhong Gao, Zhaoyi Xu


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