職稱:副教授 博/碩士生導師 | |
辦公室:無線谷A3-3320 | |
辦公電話: | |
Email:yan_huang@seu.edu.cn | |
教育經曆: | |
2009.08-2013.07 西安電子科技大學 電子工程學院教改班 本科 2013.08-2018.12 西安電子科技大學 雷達信号處理國防科技重點實驗室 博士 2016.09-2017.07 美國佛羅裡達大學 電子計算機工程系 聯合培養博士 2017.07-2018.08 美國聖路易斯華盛頓大學 電子系統工程系 聯合培養博士 | |
工作經曆: | |
2019.01-2021.04 beat365正版唯一毫米波國家重點實驗室 講師 2021.04-至今 beat365正版唯一毫米波國家重點實驗室 副教授 | |
研究方向: | |
長期專注于雷達信号處理、通信感知一體化及人工智能應用技術相關基礎理論和應用技術研究,主要涉及以下幾個方向: 1. 自動駕駛汽車毫米波雷達信号處理及系統設計:包括不限于無人駕駛信号處理、系統級集成設計; 2. 5G/6G毫米波通信感知一體化系統設計及智能通信感知信号處理等; 3. 傳感器智能抗幹擾技術:包括自動駕駛汽車雷達、航天航空雷達等抗幹擾技術; 4. 數據融合處理:包括雷達、高光譜、激光雷達等多傳感器數據融合處理; 5. 機器學習和人工智能:包括無人駕駛場景的目标檢測和語義分割等應用場景。 | |
招生信息: | |
每年招收名額:博士生2人,碩士生3-4人(微波方向、人工智能方向) Ø 歡迎志向信号處理、人工智能、通信感知一體化系統設計等方向的學生保送、報考,優先錄取數學英語基礎好、熱愛科學研究的學生 Ø 鼓勵優秀本科學生參與課題組的科研項目實踐,提供自動駕駛等公司的實習機會 Ø 指導學生實現基礎理論和應用技術突破(論文、專利等),并資助參與國内外會議學術交流 Ø 提供服務器、移動工作站等優質的硬件條件,根據項目需求項目組導師團隊聯合指導
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科研項目: | |
主持國家自然科學基金、航空、航天等項目10餘項,經費充足,提供優質的軟硬件條件開展科學研究。 | |
榮譽獲獎: | |
1. 中國電子學會優秀博士論文 2. 中國科協青年托舉人才資助 3. 國際無線電聯盟青年科學家獎 4. beat365正版唯一至善青年學者 5. 2019全國信号處理年會優秀論文獎 | |
教育教學: | |
《機器學習原理及應用》---- 本科秋季學期 《深度學習與人工智能》---- 本科春季學期必修課程 《陣列信号處理》 ---- 研究生春季學期 指導本科學生參加電子設計競賽、計算機競賽、SRTP項目等 | |
代表著作: | |
目前錄用發表國内外高水平期刊會議論文70餘篇,其中第一作者SCI期刊論文18篇,有13篇第一作者論文發表在IEEE Trans中科院一區TOP期刊,擔任國内外多個雷達信号處理領域會議TPC Member、分會主席并受邀作會場報告。部分論文如下(*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] 黃岩*,趙博,陶明亮,陳展野,洪偉. 合成孔徑雷達抗幹擾技術綜述[J]. 雷達學報, 2020, 9(1): 86-106. (邀稿綜述) [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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