 | 职称：副教授 博/硕士生导师 |
办公室：无线谷A3-3320 | |
办公电话： | |
Email：yan_huang@seu.edu.cn | |
教育经历： | |
2009.08-2013.07 西安电子科技大学 电子工程学院教改班 本科 2013.08-2018.12 西安电子科技大学 雷达信号处理国防科技重点实验室 博士 2016.09-2017.07 美国佛罗里达大学 电子计算机工程系 联合培养博士 2017.07-2018.08 美国圣路易斯华盛顿大学 电子系统工程系 联合培养博士 | |
工作经历: | |
2019.01-2021.04 东南大学毫米波国家重点实验室 讲师 2021.04-至今 东南大学毫米波国家重点实验室 副教授 | |
研究方向： | |
长期专注于雷达信号处理、通信感知一体化及人工智能应用技术相关基础理论和应用技术研究，主要涉及以下几个方向： 1. 自动驾驶汽车毫米波雷达信号处理及系统设计：包括不限于无人驾驶信号处理、系统级集成设计； 2. 5G/6G毫米波通信感知一体化系统设计及智能通信感知信号处理等； 3. 传感器智能抗干扰技术：包括自动驾驶汽车雷达、航天航空雷达等抗干扰技术； 4. 数据融合处理：包括雷达、高光谱、激光雷达等多传感器数据融合处理； 5. 机器学习和人工智能：包括无人驾驶场景的目标检测和语义分割等应用场景。 | |
招生信息： | |
每年招收名额：博士生2人，硕士生3-4人（微波方向、人工智能方向） Ø 欢迎志向信号处理、人工智能、通信感知一体化系统设计等方向的学生保送、报考，优先录取数学英语基础好、热爱科学研究的学生 Ø 鼓励优秀本科学生参与课题组的科研项目实践，提供自动驾驶等公司的实习机会 Ø 指导学生实现基础理论和应用技术突破（论文、专利等），并资助参与国内外会议学术交流 Ø 提供服务器、移动工作站等优质的硬件条件，根据项目需求项目组导师团队联合指导
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科研项目： | |
主持国家自然科学基金、航空、航天等项目10余项，经费充足，提供优质的软硬件条件开展科学研究。 | |
荣誉获奖： | |
1. 中国电子学会优秀博士论文 2. 中国科协青年托举人才资助 3. 国际无线电联盟青年科学家奖 4. 东南大学至善青年学者 5. 2019全国信号处理年会优秀论文奖 | |
教育教学： | |
《机器学习原理及应用》---- 本科秋季学期 《深度学习与人工智能》---- 本科春季学期必修课程 《阵列信号处理》 ---- 研究生春季学期 指导本科学生参加电子设计竞赛、计算机竞赛、SRTP项目等 | |
代表著作： | |
目前录用发表国内外高水平期刊会议论文70余篇，其中第一作者SCI期刊论文18篇，有13篇第一作者论文发表在IEEE Trans中科院一区TOP期刊，担任国内外多个雷达信号处理领域会议TPC Member、分会主席并受邀作会场报告。部分论文如下（*表示通信作者）： A) Selected Journal Papers: [1] Yan Huang*, Zhanye Chen, Cai Wen, Jie Li, Xiang-Gen Xia, Wei Hong. An Efficient Radio Frequency Interference Mitigation Algorithm in Real Synthetic Aperture Radar Data[J]. IEEE Transactions on Geoscience and Remote Sensing, 2022. (IF: 5.6) [2] Yan Huang*, Cai Wen, Zhanye Chen, Junli Chen, Yanyang Liu, Jie Li, Wei Hong. HRWS SAR Narrowband Interference Mitigation Using Low-Rank Recovery and Image-Domain Sparse Regularization[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021. (IF: 5.6) [3] Yan Huang*, Lei Zhang, Xi Yang, Zhanye Chen, Jun Liu, Jie Li, Wei Hong. An Efficient Graph-Based Algorithm for Time-Varying Narrowband Interference Suppression on SAR System[J]. IEEE Transactions on Geoscience and Remote Sensing, accepted, DOI:10.1109/TGRS.2021.3051192. (IF: 5.855) [4] Yan Huang*, Lei Zhang, Jie Li, Zhanye Chen, Xi Yang. Reweighted Tensor Factorization Method for SAR Narrowband and Wideband Interference Mitigation Using Smoothing Multiview Tensor Model[J]. IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 5, pp. 3298-3313, May 2020. (IF: 5.855) [5] Yan Huang*, Guisheng Liao, Yijian Xiang, Lei Zhang, Jie Li, Arye Nehorai. Low Rank Approximation via Generalized Reweighted Iterative Nuclear and Frobenius Norms[J]. IEEE Transactions on Image Processing, 2020, 29: 2244-2257. (IF: 9.34) [6] 黄岩*，赵博，陶明亮，陈展野，洪伟. 合成孔径雷达抗干扰技术综述[J]. 雷达学报, 2020, 9(1): 86-106. （邀稿综述） [7] Yan Huang*, Guisheng Liao, Zhen Zhang, Yijian Xiang, Jie Li, Arye Nehorai. Reweighted Nuclear Norm and Reweighted Frobenius Norm Minimization for Narrowband RFI Suppression on SAR System[J]. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57(8): 5949-5962. (IF:5.855) [8] Yan Huang*, Guisheng Liao, Lei Zhang, Yijian Xiang, Jie Li, Arye Nehorai, Efficient Narrowband RFI Mitigation Algorithms for SAR Systems with Reweighted Tensor Structures[J]. IEEE Transactions on Geoscience and Remote Sensing, 2019,57(11): 9396-9409. (IF:5.855) [9] Yan Huang*, Lei Zhang, Jie Li, Wei Hong, Arye Nehorai, A Novel Tensor Technique for Simultaneous Narrowband and Wideband Interference Suppression on Single-Channel SAR System[J]. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57(12): 9575-9588. (IF:5.855) [10]Yan Huang*, Guisheng Liao, Zhen Zhang, Yijian Xiang, Jie Li, Arye Nehorai, Fast Narrowband RFI Suppression Algorithms for SAR Systems via Matrix-Factorizatoin Techniques[J]. IEEE Transactions on Geoscience and Remote Sensing, 2019, 57(1): 250-262. (IF:5.855) [11]Yan Huang*, Guisheng Liao, Jingwei Xu, Jie Li, Narrowband RFI Suppression for SAR System via Efficient Parameter-Free Decomposition Algorithm[J]. IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(6):3311-3322. (IF:5.855) [12]Yan Huang*, Guisheng Liao, Jie Li, Jingwei Xu. Narrowband RFI Suppression for SAR System via Fast Implementation of Joint Sparsity and Low-Rank Property[J]. IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(5):2748-2761. (IF: 5.855) [13]Yan Huang*, Guisheng Liao, Jingwei Xu, Jie Li, Dong Yang. GMTI and Parameter Estimation for MIMO SAR System via Fast Interferometry RPCA Method[J]. IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(3):1774-1787. (IF: 5.855) [14]Yan Huang*, Guisheng Liao, Jingwei Xu, and Jie Li. GMTI and Parameter Estimation via Time-Doppler Chirp-Varying Approach for Single-Channel Airborne SAR System[J]. IEEE Transactions on Geoscience and Remote Sensing, 2017, 55(8):4367-4383. (IF: 5.855) [15]Yan Huang*, Feiyang Liu, Zhanye Chen, Jie Li, Wei Hong. An Improved Map-Drift Algorithm for Unmanned Aerial Vehicle SAR Imaging[J]. IEEE Geoscience and Remote Sensing Letters, Accepted, 2020, DOI: 10.1109/LGRS.2020.3011973. (IF: 3.534) [16]Yan Huang*, Guisheng Liao, Zhen Zhang, Yijian Xiang, Jie Li, Arye Nehorai. SAR Automatic Target Recognition Using Joint Low-Rank and Sparse Multi-View Denoising[J]. IEEE Geoscience and Remote Sensing Letters, 2018,15(10):1570-1574. (IF: 3.534) [17]Yan Huang*, Guisheng Liao, Yuhong Zhang, Jingwei Xu, Jie Li. Effective Baseline Estimation in Dual-Channel Synthetic Aperture Radar for Moving Target Imaging and Relocation[J]. Digital Signal Processing, 2018, 78(3):121-135. (IF: 2.792) [18]Yan Huang*, Guisheng Liao, Jingwei Xu, Dong Yang. MIMO SAR OFDM Chirp Waveform Design and GMTI with RPCA Based Method[J]. Digital Signal Processing, 2016, 51(5): 184-195. (IF: 2.792) [19]Yan Huang*, Guisheng Liao, Jingwei Xu, Jie Li, Hai Wang. Sum and Difference Coarray Based MIMO Radar Array Optimization with Its Application for DOA Estimation[J]. Multidimensional Systems and Signal Processing, 2017, 28(4):1183-1202. (IF: 2.338)
B) Selected Conference Papers: [1] Yan Huang*, Hui Zhang, Kunpeng Guo, Jie Li, Gang Xu, Zhanye Chen. Density-based vehicle detection approach for automotive millimeter-wave radar[C]. IEEE 3rd International Conference on Electronic Information and Communication Technology (ICEICT 2020), 2020. (Invited Talk) [2] Yan Huang*, Guisheng Liao, Jie Li, Jingwei Xu. Ground Moving Target Indication and Parameter Estimation With Single Channel For SAR System[C]. 2016 IGARSS, Beijing, China, Aug. 2016, pp. 6417-6420. [3] Yan Huang*, Lan Lan, Lei Zhang, Yu Zhou, Gang Xu, Cai Wen. Narrowband Interference Suppression on Single-Channel SAR Systems via Reweighted Tensor Nuclear Norm Minimization[C]. 2019 IGARSS, Yokohama, Japan. [4] Yan Huang*, Lan Lan, Lei Zhang, Zhanye Chen, Gang Xu. Simultaneous Narrowband and Wideband Interference Suppression on Single-Channel SAR System via Low-Rank Recovery[C]. 2019 IGARSS, Yokohama, Japan. [5] Zhen Zhang, Mianzhi Wang, Yan Huang, Arye Nehorai*. Aligning Infinite-Dimensional Covariance Matrices in Reproducing Kernel Hilbert Spaces for Domain Adaptation[C]. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR). 2018: 3437-3445. (CCF-A Conference) [6] Zhen Zhang, Miaozhi Wang, Yijian Xiang, Yan Huang, Arye Nehorai*. RetGK: Graph Kernels based on Return Probabilities of Random Walks[C]. Advances in Neural Information Processing Systems (NIPS). 2018: 3968-3978. (CCF-A Conference)
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