研究方向

面向复杂环境目标感知与成像，开展人工智能与电磁场深度融合研究，主要包括但不限于：

医工交叉：电磁成像在人体检测与医疗诊断中的应用（如脑卒中、生命体征监测、可植入设备无线传能与传感）

穿墙雷达：系统搭建，成像方法与目标识别

电磁逆散射理论与快速成像方法

物理约束深度学习（Physics-informed AI）

复杂介质环境（人体/建筑）中的电磁传播与建模

新体制雷达与智能感知系统设计

我们的优势：

方向前沿：AI + 电磁（国家重点发展方向）

医工交叉拓展：面向医疗成像与生命健康的电磁感知新技术

理论+工程结合：从算法到系统（含真实雷达平台）

国际合作：与新加坡、欧洲团队长期合作

成果导向：年均多篇IEEE顶刊论文 + 高水平竞赛 + 实际系统原型

发展空间大：可走学术/工业（雷达、自动驾驶、安防、医疗等）

组里常年招收博士、硕士，适合的人才:

想做硬核电磁 + AI融合研究的人

不满足只调包深度学习，想理解物理本质的人

想做真正系统级创新的人

个人简历

2019 - 今, 长聘副教授，博导，betway西汉姆联官网，betway西汉姆联官网

2013 - 2019, 讲师，北京航空航天大学，电子信息工程学院

2012 - 2013, 研究员，新加坡国立大学，电子与计算机学院

2008 - 2012, 哲学博士（全奖三年半毕业，师从IEEE Fellow Xudong Chen），新加坡国立大学，电子与计算机学院

2004 - 2008, 学士，哈尔滨工业大学，通信工程专业

代表性学术成果

1. G. Zhang, N. Du, Y. Guo, J. Liu, X. Ye*, "Real-Time Through-Wall Detection of Stationary Human Targets Using Micro-Doppler and Adaptive Interference Suppression," in IEEE Transactions on Instrumentation and Measurement, 2026.
2. X. Zhang and X. Ye*, "A Novel Differential T-Matrix Method for Electromagnetic Inverse Scattering Problems With Inhomogeneous Background Media," in IEEE Transactions on Microwave Theory and Techniques, 2026, doi: 10.1109/TMTT.2026.3667601.
3. R. Fu, L. Shi, F. Cai, Y. Yang, H. Lei, Z. Fu, Y. Xu, P. Wang, Z. Li, S. Wang, J. Jiao, ..., X. Ye, "A 1.6-to-3.8 GHz Reconfigurable FMCW Radar SoC with 81.5% Relative-Bandwidth PLL for Real-Time Life Detection in Disaster Response," in 2026 IEEE International Solid-State Circuits Conference (ISSCC), vol. 69, pp. 582-584, 2026.
4. X. Zhang and X. Ye*, "Differential Inverse Scattering Imaging of PEC Scatterers within Inhomogeneous Media," in IEEE Antennas and Wireless Propagation Letters, 2026, doi: 10.1109/LAWP.2026.3661025.
5. Y. Guo, N. Du, X. Fang, H. Zhang and X. Ye*, "Staggered Frame-Structure Indoor Human Motion Indicator Incorporating RCS Response," in IEEE Antennas and Wireless Propagation Letters, vol. 24, no. 10, pp. 3729-3733, Oct. 2025.
6. Y. Guo, X. Ye*, et al. "A Time-Efficient and Robust Indoor Stationary Human Localization Method Using a Through-Wall MIMO Radar," in IEEE Internet of Things Journal, vol. 12, no. 16, pp. 33215-33229, 15 Aug. 2025.
7. T. Li, R. Song and X. Ye*, "Uncertainty Quantification and Calibration in Full-Wave Inverse Scattering Problems With Evidential Neural Networks," in IEEE Transactions on Microwave Theory and Techniques, vol. 73, no. 9, pp. 6304-6316, Sept. 2025.
8. X. Zhang and X. Ye*, "Solving Strongly Nonlinear Inverse Scattering Problems for Mixture of Dielectric and PEC With Novel Contraction T-Matrix Equation," in IEEE Transactions on Microwave Theory and Techniques, vol. 73, no. 8, pp. 4791-4805, Aug. 2025.
9. Q. Huang, C. Li, X. Ye*, K. Xu and R. Song, "Meta-Learning-Assisted Untrained Neural Network for Electromagnetic Inverse Scattering Problems," in IEEE Transactions on Antennas and Propagation, vol. 73, no. 4, pp. 2548-2560, April 2025.
10. X. Zhang and X. Ye*, "Multitransmitter Sparse Inversion Algorithm for Reconstruction of Nonsparse Perfect Electric Conductors," in IEEE Transactions on Microwave Theory and Techniques, doi: 10.1109/TMTT.2024.3438764.
11. N. Du, J. Wang, R. Song, K. Xu, S. Sun and X. Ye*, "Inhomogeneous Media Inverse Scattering Problem Assisted by Swin Transformer Network," in IEEE Transactions on Microwave Theory and Techniques, doi: 10.1109/TMTT.2024.3412113.
12. X. Zhang, N. Du, J. Wang, A. Massa and X. Ye*, "Improving the Imaging Performance of Microwave Imaging Systems by Exploiting Virtual Antennas," in IEEE Transactions on Microwave Theory and Techniques, vol. 72, no. 10, pp. 5734-5744, Oct. 2024, doi: 10.1109/TMTT.2024.3385996.
13. C. Sun, N. Du, Y. Guo, X. Zhang, H. Zhang and X. Ye*, "A Compact Magneto-Electric Dipole Antenna for S-Band MIMO Through-Wall Radar," in IEEE Access, vol. 12, pp. 67209-67218, 2024, doi: 10.1109/ACCESS.2024.3399213.
14. X. Zhang, Z. Chen and X. Ye*, "A W-Band High-Gain Low-Sidelobe Circular- Shaped Monopulse Antenna Array Based on Dielectric Loaded Waveguide," in IEEE Access, vol. 12, pp. 64997-65006, 2024, doi: 10.1109/ACCESS.2024.3397304.
15. X. Ye*, F. Zardi, M. Salucci and A. Massa, "Multiresolution Subspace-Based Optimization Method for the Retrieval of 2-D Perfect Electric Conductors," in IEEE Transactions on Microwave Theory and Techniques, vol. 71, no. 4, pp. 1732-1744, April 2023, doi: 10.1109/TMTT.2022.3220252.
16. X. Ye* et al., "Application of Generative Adversarial Network-Based Inversion Algorithm in Imaging 2-D Lossy Biaxial Anisotropic Scatterer," in IEEE Transactions on Antennas and Propagation, vol. 70, no. 9, pp. 8262-8275, Sept. 2022, doi: 10.1109/TAP.2022.3164198.
17. R. Song, Y. Huang, X. Ye*, K. Xu, C. Li and X. Chen, "Learning-Based Inversion Method for Solving Electromagnetic Inverse Scattering With Mixed Boundary Conditions," in IEEE Transactions on Antennas and Propagation, vol. 70, no. 8, pp. 6218-6228, Aug. 2022, doi: 10.1109/TAP.2021.3139645.
18. X. Ye*, Y. Bai, R. Song, K. Xu and J. An, "An Inhomogeneous Background Imaging Method Based on Generative Adversarial Network," in IEEE Transactions on Microwave Theory and Techniques, vol. 68, no. 11, pp. 4684-4693, Nov. 2020, doi: 10.1109/TMTT.2020.3015495.
19. X. Ye* et al., "Application of Subspace-Based Distorted-Born Iteration Method in Imaging Biaxial Anisotropic Scatterer," in IEEE Transactions on Computational Imaging, vol. 6, pp. 1486-1492, 2020, doi: 10.1109/TCI.2020.3032673.
20. R. Shen, X. Ye*, J. Xie, Z. Chen and C. Jin, "A W-Band Circular Box-Horn Antenna Array Radiating Sum and Difference Beams With Suppressed Sidelobe," in IEEE Transactions on Antennas and Propagation, vol. 67, no. 9, pp. 5934-5942, Sept. 2019, doi: 10.1109/TAP.2019.2920358.

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