黄岩

发布者:沈如达发布时间:2019-03-01浏览次数:11231



职称:副教授 硕士生导师

办公室:无线谷A3-3320

Emailyan_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:

长期专注于雷达智能探测、智能通信及智能抗干扰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.      毫米波雷达系统设计及信号处理:车载雷达及高性能毫米波系统设计、天线优化及信号处理等;

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.      雷达智能化抗干扰技术:包括合成孔径雷达、MIMO雷达、车载毫米波雷达等抗干扰技术;

4.      数据融合处理:包括合成孔径雷达、高光谱、激光雷达等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:

招收电磁场与微波技术、电子信息方向硕士生(南京、无锡),人工智能专业硕士生(苏州)

Ø  欢迎志向信号处理、人工智能、5G毫米波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,提供无人驾驶、健康管理等公司的实习机会

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

 

科研项目:

主持国家自然科学基金、GF、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.      JKW YL人才资助

5.      东南大学至善青年学者

6.      南京留学回国人员择优资助

7.        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 (教育部产学研教改示范项目,校级全英文精品课程)

《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)     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)

[20]Jie Li, Yan Huang*, Guisheng   Liao, Jingwei Xu. Moving Target Detection via Efficient ATI-GoDec Approach   for Multichannel SAR System[J]. IEEE Geoscience and Remote Sensing Letters,   2016, 13(9): 1320-1324. (IF: 3.534)

[21]Cai Wen, Yan Huang*, Jinye Peng, Jianxin Wu, Guimei Zheng, Yuhong Zhang.   Slow-Time FDA-MIMO Technique with Application to STAP Radar[J]. IEEE Transactions on Aerospace and   Electronic Systems, 2021. (IF: 4.102)

[22]Cai Wen, Yan Huang, Jinye Peng, Guimei Zheng, Weijian Liu, Jian-Kang   Zhang. Reconfigurable Sparse Array Synthesis With Phase-Only Control via   Consensus-ADMM-Based Sparse Optimization[J]. IEEE Transactions on Vehicular Technology, vol. 70, no. 7, pp.   6647-6661, July 2021. (IF: 5.978)

[23]Hui Zhang, Yan Huang*, Jie Li, Zhanye Chen, Longzhu Cai, Wei Hong.   Time-Varying RFI Mitigation for SAR Systems via Graph Laplacian Clustering   Techniques[J]. IEEE Geoscience and   Remote Sensing Letters, vol. 19, pp. 1-5, 2021. (IF: 3.966)

[24]Jie Li, Guisheng Liao, Yan Huang*,   Zhen Zhang, Arye Nehorai. Riemannian Geometric Optimization methods for joint   design of transmit sequence and receive filter on MIMO radar[J]. IEEE   Transactions on Signal Processing, vol. 68, pp. 5602-5616, 2020. (IF:   5.028)

[25]Jingyue Lu, Lei Zhang*, Yan   Huang, Yunhe Cao. High-Resolution forward-looking multichannel SAR   imagery with array deviation angle calibration[J]. IEEE Transactions on   Geoscience and Remote Sensing, vol. 58, no. 10, pp. 6914-6928, 2020. (IF:   5.855)

[26]Zhanye Chen, Zhiqiang Zeng, Yan Huang, Jun Wan, Xiaoheng Tan. SAR   Raw Data Simulation for Fluctuant Terrain: A New Shadow Judgment Method and   Simulation Result Evaluation Framework[J]. IEEE Transactions on Geoscience and Remote Sensing, 2021. (IF:   5.6)

 

B)       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]       Yan   Huang*, Lan Lan, Lei   Zhang. Low-Rank Approximation via the Generalized Reweighted Iterative   Nuclear Norm[C]. 2019 EUSIPCO, A Coruna, Spain.

[6]       Yan Huang*, Li Ma, Xutao Yu, Hui Zhang, Jie   Li, Xinsuo Xi. MIMO Antenna Array Design Based on Genetic Algorithm[C]. 2021 IEEE 4th International Conference on   Electronic Information and Communication Technology (ICEICT), pp.   406-409, 2021.

[7]       Yan   Huang*, Guisheng Liao.   MIMO SAR GMTI with RPCA based method[C]. 2015 APSAR, Singapore, Sep.   2015, pp. 827-830.

[8]       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)

[9]       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)