一、 个人基本信息
出生日期：1984年6月
籍贯： 天津市
性 别： 男
民 族： 汉
职称： 副教授
最高学历： 博士后
工作单位：中国民航大学电子信息与自动化学院
通信地址：天津市中国民航大学南院海航科技大厦D座301
邮政编码：300300
电 话：+0086 **
传 真：
电子邮箱：yanglei840626@163.com; xdthomasyl@gmail.com; l_yang@cauc.edu.cn;
微信（或QQ）(选填) ：thomasyang0626
二、 学习和工作经历简介
●2003.08 – 2007.07：西安电子科技大学，电子工程学院，学士；
●2007.08 – 2012.12：西安电子科技大学，雷达信号处理国家重点实验室，博士（硕博连读）；
●2012.12 – 2017.02：新加坡 南洋理工大学，电气与电子工程学院，博士后研究员；新加坡 淡马锡实验室，研究科学家；
●2016.05 – 现在：中国民航大学电子信息与自动化学院，副教授；
三、 学术兼职
●国际电气与电子工程师协会（IEEE）会员；
●国际电气与电子工程师Top期刊IEEE Transactions on Geoscience and Remote Sensing审稿人；
●国际期刊IEEE Journal of Selected Topics in Applied Earth Observation and Remote Sensing审稿人；
●国际期刊IEEE Geoscience and Remote Sensing Letters审稿人；
●国际期刊IET Computer Vision审稿人；
●国际期刊Elsevier，Neurocomputing审稿人；
●国际期刊Review of Scientific Instruments审稿人；
●国际期刊Springer，Multidimensional Systems and Signal Processing审稿人；
●国际期刊MDPI，Sensors和Remote Sensing审稿人；
●国家自然科学基金评审专家（信息一处，信息三处）；
四、 社会兼职
五、 荣誉称号
●2016年入选天津市第十一批青年****；
●2016年入选中国民航大学蓝天青年****；
六、 主要研究方向和科研业绩
主要研究方向包括：
●高分辨合成孔径雷达（SAR）成像理论及系统实现；
●民航安检雷达成像体制及理论研究；
●机器学习理论及其雷达成像应用；
●统计学习、凸优化学习；
●阵列信号处理、自适应信号处理；
科研业绩：
●主持的科研项目：
[1]. 主持国家自然科学基金青年基金项目《稳健多通道SAR地面运动目标高分辨动态成像方法研究》，直接经费：19万元，2017.01-2019.12；已结题
[2]. 主持天津市自然科学基金（优秀留学回国人员）绿色通道项目《基于无人机载合成孔径雷达城市交通感知技术研究》，总经费：10万元，2016.10-2019.09；已结题
[3]. 主持X所横向合作项目《先进体制雷达数字模拟技术研究》，19万，已结题；
[4]. 主持X所横向合作项目《基于贝叶斯学习的指标动态评估方法研究》，19万，已结题；
[5]. 主持X所横向合作项目《高度表回波模型参数估计架构及实施平台的设计与实现》，81万，在研；
[6]. 联合主持新加坡国防部DIRP项目《Airborne Multichannel Radar Imaging of Ground Moving Targets & Maritime Targets》,总经费：50万新加坡元（约合250****民币），2016.08-2019.07；
[7]. 联合主持新加坡国防部DIRP项目《Robust Motion Compensation Algorithm for Unmanned Aerial Vehicle Imagery without Navigational Data》,总经费：30万新加坡元（约合150****民币），2015.01-2017.07；
●参与的科研项目：
[1]. 独立完成新加坡国防部DIRP项目《SAR Moving Target Imaging Based on the LVD Application》,总经费：21万新加坡元（约合105****民币），2012.08-2015.07；
[2]. 参与完成新加坡教育部项目《Compressive Sensing of Joint Sparse Signals Applied to SAR Imagery and Video》，总经费：33万新加坡元（约合165****民币），2015.01-2017.01；
[3]. 参与完成新加坡南洋理工大学校级项目《Air-targets Surveillance and High-resolution Imaging Using Radar Applications》，总经费：20万新加坡元（约合100****民币），2014.07-2016.06；
[4]. 参与完成X所横向合作项目《无人机SAR成像信号处理》中实测数据处理任务，总经费：40万，2011.10-2012.12；
[5]. 参与完成X所横向合作项目《机载高分辨SAR成像信号处理》中实测数据处理任务，总经费：60万，2009.12-2011.03；
[6]. 参与完成X所横向合作项目《机载合成孔径雷达实时信号处理机》研制中系统硬件开发及调试任务，负责外场调试及实验任务，总经费：185万，2008.02-2010.02；
[7]. 参与完成X所横向合作项目《雷达高速信号数据采集、存储及回放系统》研制中系统硬件开发及调试任务，负责外场调试及实验任务，总经费：196万，2009.06-2011.02；
[8]. 参与完成X所横向合作项目《超高分辨率及宽测绘带星载SAR成像关键技术研究》中系统论证及仿真实验任务，总经费：40万，2010.09-2012.03；
七、 论著目录
在国内外相关领域重要学术期刊（包括IEEE SPM、TGRS、JSTARS、GRSL，MDPI Remote Sensing，IET RSN，Elsevier SP，电子与信息学报、系统工程与电子技术等）和重要学术会议（包括ICASSP、IGARSSP等）上共发表和录用论文50余篇，其中SCI收录20余篇，EI收录30余篇，并多次在国外重要学术会议上做大会和分会报告。个人Google Scholar论文总引用次数达740余次，个人H-Index为19。此外，作为合作作者出版专著2部。
专著：
[1] 吴仁彪，贾琼琼，杨磊，冯青. 通用鲁棒的放松估计方法原理和应用，科学出版社，2017.
[2] Renbiao Wu, Qiongqiong Jia, Lei Yang, Qing Feng. Principle and applications of RELAX—A robust and universal estimator，Springer Press, 2019.
学术论文：
[1] Lei Yang, Pucheng. Li, Su Zhang, Lifan Zhao Song Zhou and Mengdao Xing, "Cooperative Multitask Learning for Sparsity-Driven SAR Imagery and Nonsystematic Error Autocalibration," in IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 7, pp. 5132-5143, Feb. 2020.（SCI、EI检索）（2020年影响因子：5.63）（中科院1区）
[2] Lei Yang, L. Zhao, G. Bi and L. Zhang, "SAR Ground Moving Target Imaging Algorithm Based on Parametric and Dynamic Sparse Bayesian Learning," in IEEE Transactions on Geoscience and Remote Sensing, vol. 54, no. 4, pp. 2254-2267, April 2016.（SCI、EI检索）（2020年影响因子：5.63）（中科院1区）
[3] Lei Yang, G. Bi, M. Xing and L. Zhang, "Airborne SAR Moving Target Signatures and Imagery Based on LVD," in IEEE Transactions on Geoscience and Remote Sensing, vol. 53, no. 11, pp. 5958-5971, Nov. 2015.（SCI、EI检索）（2020年影响因子：5.63）（中科院1区）
[4] Lei Yang, L. Zhao, S. Zhou and G. Bi, "Sparsity-Driven SAR Imaging for Highly Maneuvering Ground Target by the Combination of Time-Frequency Analysis and Parametric Bayesian Learning," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 10, no. 4, pp. 1443-1455, April 2017. （SCI、EI检索）（2020年影响因子：3.392）（中科院2区）
[5] Lei Yang, S. Zhou, L. Zhao and Xing. M. “Coherent Auto-Calibration of APE and NsRCM under Fast Back-Projection Image Formation for Airborne SAR Imaging in Highly-Squint Angle”. Remote Sens. 2018, 10, 321. （SCI、EI检索）（2020年影响因子：4.118）（中科院2区）
[6] Lei Yang, L. Zhao, S. Zhou, G. Bi and H. Yang, "Spectrum-Oriented FFBP Algorithm in Quasi-Polar Grid for SAR Imaging on Maneuvering Platform," in IEEE Geoscience and Remote Sensing Letters, vol. 14, no. 5, pp. 724-728, May 2017.（SCI、EI检索）（2020年影响因子：3.534）（中科院2区）
[7] Lei Yang, M. Xing, Y. Wang, L. Zhang and Z. Bao, "Compensation for the NsRCM and Phase Error After Polar Format Resampling for Airborne Spotlight SAR Raw Data of High Resolution," in IEEE Geoscience and Remote Sensing Letters, vol. 10, no. 1, pp. 165-169, Jan. 2013.（SCI、EI检索）（2020年影响因子：3.534）（中科院2区）
[8] Lei Yang, M. Xing, L. Zhang, J. Sheng and Z. Bao, "Entropy-based motion error correction for high-resolution spotlight SAR imagery," in IET Radar, Sonar & Navigation, vol. 6, no. 7, pp. 627-637, August 2012（SCI、EI检索）（2020年影响因子：2.015）（中科院3区）
[9] 杨磊，李埔丞，李慧娟，方澄.稳健高效通用SAR图像稀疏特征增强算法[J]. 电子与信息学报，2019，41（12）：2826-2835. (EI检索)
[10] 杨磊, 岳云泽, 李埔丞, 章涛. 多地面运动目标大动态SAR成像稀疏表示[J]. 西安电子科技大学学报, 2019(5): 31-40. (EI检索)
[11] 杨磊, 唐禹, 孙光才, 邢孟道, 保铮. 基于方位波数域聚束模式PFA的运动补偿新方法研究. 电子与信息学报, 2010, Nov., vol.32, no.11, pp: 2661-2667. (EI检索)
[12] 杨磊, 张磊, 唐禹, 邢孟道, 保铮. 分布式小卫星SAR多普勒解模糊成像. 电子与信息学报, 2011, Feb., vol.33, no.2, pp.: 355-362. (EI检索)
[13] 杨磊, 钱江, 武其松, 唐禹, 邢孟道. 多发多收Scan模式实现高分辨宽测绘带SAR成像. 系统工程与电子技术, 2011, Jul., vol.33, no.7, pp.: 1478-1484. (EI检索)
[14] 杨磊, 熊涛, 张磊, 邢孟道. 应用联合自聚焦实现低信噪比ISAR成像平动补偿. 西安电子科技大学学报, 2012, Mar., vol.39, no.3, pp.: 63-71. (EI检索)
[15] 杨磊, 徐刚, 唐禹, 李军, 邢孟道. 包络相位联合自聚焦高分辨SAR运动补偿. 系统工程与电子技术, 2012, Oct., vol.34, no.10, pp.: 2010-2017. (EI检索)
[16] 杨磊，李埔丞，李慧娟，方澄. 基于贪婪-快速阈值迭代的SAR地面动目标稀疏表征算法[J]. 信号处理，2019，35（11）：1844-1852. (核心期刊检索)
[17] 杨磊, 刘亚波, 唐禹, 邢孟道. 高效机载SAR实时成像处理系统设计. 电路与系统学报, 2013, Feb., vol.18, no.2, pp.: 127-132. (核心期刊检索)
[18] Y. Liao, S. Zhou and L. Yang, "Focusing of SAR With Curved Trajectory Based on Improved Hyperbolic Range Equation," in IEEE Geoscience and Remote Sensing Letters, vol. 15, no. 3, pp. 454-458, March 2018.（SCI、EI检索）（2020年影响因子：3.534）（中科院2区）通信作者
[19] Min Bao, Song Zhou, Lei Yang, Mengdao Xing ang Lifan Zhao, "Data-driven Motion Compensation for Airborne Bistatic SAR Imagery under Fast Factorized Back Projection Framework," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, June 2020. （SCI、EI检索）（2020年影响因子：3.392）（中科院2区）
[20] Song Zhou, Lei Yang, Lifan Zhao, Yuhao Wang , Huilin Zhou , Liangbing Chen, Mengdao Xing "A New Fast Factorized Back Projection Algorithm for Bistatic Forward-Looking SAR Imaging Based on Orthogonal Elliptical Polar Coordinate," in IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 12, no. 5, pp. 1508 - 1520, May. 2019.（SCI、EI检索）（2020年影响因子：3.392）（中科院2区）
[21] L. Zhao, L. Wang, Lei Yang, A. M. Zoubir and G. Bi, "The Race to Improve Radar Imagery: An overview of recent progress in statistical sparsity-based techniques," in IEEE Signal Processing Magazine, vol. 33, no. 6, pp. 85-102, Nov. 2016.（SCI、EI检索）（2020年影响因子：7.602）（期刊邀请稿件）（中科院1区）
[22] S. Zhou, Lei Yang, L. Zhao and G. Bi, " Quasi-Polar-Based FFBP Algorithm for Miniature UAV SAR Imaging Without Navigational Data," in IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 12, pp. 7053-7065, Dec. 2017.（SCI、EI检索）（2020年影响因子：5.63）（中科院1区）
[23] S. Zhou, Lei Yang, L. Zhao and G. Bi, "Forward Velocity Extraction From UAV Raw SAR Data Based on Adaptive Notch Filtering," in IEEE Geoscience and Remote Sensing Letters, vol. 13, no. 9, pp. 1211-1215, Sept. 2016.（SCI、EI检索）（2020年影响因子：3.534）（中科院2区）
[24] Gang Xu, Lei Yang, Guoan Bi, Mengdao Xing, “Maneuvering target imaging and scaling by using sparse inverse synthetic aperture”, Signal Processing, Volume 137, 2017, Pages 149-159.（SCI、EI检索）（2020年影响因子：4.453）（中科院1区）
[25] G. Xu, M. Xing, Lei Yang and Z. Bao, "Joint approach of translational and rotational phase error corrections for high-resolution inverse synthetic aperture radar imaging using minimum-entropy," in IET Radar, Sonar & Navigation, vol. 10, no. 3, pp. 586-594, 3 2016.（SCI、EI检索）（2020年影响因子：2.015）（中科院3区）
[26] L. Zhang, Z. Qiao, M. d. Xing, Lei Yang and Z. Bao, "A Robust Motion Compensation Approach for UAV SAR Imagery," in IEEE Transactions on Geoscience and Remote Sensing, vol. 50, no. 8, pp. 3202-3218, Aug. 2012.（SCI、EI检索）（2020年影响因子：5.63）（中科院1区）
[27] L. Zhao, L. Wang, G. Bi and Lei Yang, "An Autofocus Technique for High-Resolution Inverse Synthetic Aperture Radar Imagery," in IEEE Transactions on Geoscience and Remote Sensing, vol. 52, no. 10, pp. 6392-6403, Oct. 2014.（SCI、EI检索）（2020年影响因子：5.63）（中科院1区）
[28] L. Wang, L. Zhao, G. Bi, C. Wan and Lei Yang, "Enhanced ISAR Imaging by Exploiting the Continuity of the Target Scene," in IEEE Transactions on Geoscience and Remote Sensing, vol. 52, no. 9, pp. 5736-5750, Sept. 2014.（SCI、EI检索）（2020年影响因子：5.63）（中科院1区）
[29] J. Sheng, M. Xing, L. Zhang, M. Q. Mehmood and Lei Yang, "ISAR Cross-Range Scaling by Using Sharpness Maximization," in IEEE Geoscience and Remote Sensing Letters, vol. 12, no. 1, pp. 165-169, Jan. 2015. （SCI、EI检索）（2020年影响因子：3.534）（中科院2区）
[30] Lifan Zhao, Lu Wang, Guoan Bi, Shenghong Li, Lei Yang, Haijian Zhang, Structured sparsity-driven autofocus algorithm for high-resolution radar imagery, Signal Processing, Volume 125, 2016, Pages 376-388.（SCI、EI检索）（2020年影响因子：4.453）（中科院1区）
[31] 徐刚, 杨磊, 张磊, 李亚超, 邢孟道. 一种加权最小熵的ISAR自聚焦算法. 电子与信息学报, 2011, vol. 33, no. 8, pp.: 1809-1815. (EI检索)
[32] 周松, 杨磊, 李亚超, 邢孟道, 保铮. 一种适合于机载双站SAR成像的运动补偿方法. 西安电子科技大学学报, 2013, vol. 40, no.3, pp.: 66-72. (EI检索)
[33] 周松, 杨磊, 周鹏, 邢孟道, 保铮. 双曲线性修正斜距模型下的弹载SAR成像方法. 系统工程与电子技术, 2013, vol. 35, no.6, pp.: 1168-1176. (EI检索)
[34] 李浩林, 张磊, 杨磊, 李亚超, 邢孟道, 保铮. 一种改进的快速分解后向投影 SAR 成像算法. 电子与信息学报, 2013, vol. 35, no. 6, pp.: 1435-1441. (EI检索)
[35] Lei Yang, L. Zhao, L. Wang and G. Bi, "Ground moving target imaging by synthetic aperture radar based on an unified framework of keystone transformation," 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), South Brisbane, QLD, 2015, pp. 2759-2763. (EI检索)
[36] Lei Yang, L. Zhao, L. Wang and G. Bi, "SAR ground moving target estimation and imaging by using Lv's distribution," 2015 16th International Radar Symposium (IRS), Dresden, 2015, pp. 547-552. (EI检索)
[37] Lei Yang, L. Zhao, X. Li and G. Bi, "Investigation on SAR ground moving target imaging under sparse Bayesian learning framework," 2015 IEEE China Summit and International Conference on Signal and Information Processing (ChinaSIP), Chengdu, 2015, pp. 648-652. (EI检索)
[38] Lei Yang, S. Zhou, L. Zhao and G. Bi, "A data-driven approach for monitoring forward velocity for small and lightweight drone," 2015 IEEE International Conference on Aerospace Electronics and Remote Sensing Technology (ICARES), Bali, 2015, pp. 1-6. (EI检索)
[39] Lei Yang, S. Zhou and G. Bi, "A modified fast factorized back-projection algorithm for squint UWB-SAR imaging," 2015 IEEE 5th Asia-Pacific Conference on Synthetic Aperture Radar (APSAR), Singapore, 2015, pp. 413-416. (Best Paper Candidate) (EI检索)
[40] Lei Yang and Guoan Bi, "SAR imaging method for high speed and maneuverability based on modified hyperbolic range equation," IET International Radar Conference 2013, Xi'an, 2013, pp. 1-6. (EI检索)
[41] Lei Yang, Yi Liao, Lei Zhang and Mengdao Xing, "Motion compensation in post-PFA domain for high resolution spotlight SAR imagery," Proceedings of 2011 IEEE CIE International Conference on Radar, Chengdu, 2011, pp. 376-379. (EI检索)
[42] Pucheng Li , Huijuan Li , Lei Yang, “Overlapping Group Lasso Based ISAR Imagery via Alternating Direction Method of Multipliers,” 2019 6th Asia-Pacific Conference on Synthetic Aperture Radar (APSAR), Nov. 2019 (EI检索)
[43] Jiu Xu（本科生）, Minghao Liu（本科生）, Fuchenglong Zhao（本科生）, Kaifei Cheng（本科生）, Lei Yang “Statistical ISAR Imagery for Low-Altitude and Small-Size UAV Based on Sparse Bayesian Learning,” 2019 6th Asia-Pacific Conference on Synthetic Aperture Radar (APSAR), Oral Presentation，Nov. 2019 (EI检索)
[44] S. Zhou, Lei Yang, G. Xu and G. Bi, “Motion error compensation for quadrotor miniature unmanned aerial vehicle SAR imaging,” ICETE Conference, Lisbon, Portugal, pp. 1-7. (Best Paper Award)
[45] S. Zhou, Lei Yang, L. Zhao and G. Bi, "Spectrum analysis of SAR image in polar grid system for back projection algorithm," 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Beijing, 2016, pp. 5055-5058. (EI检索)
[46] G. Xu, Lei Yang, L. Zhao and G. Bi, "ISAR maneuvering targets imaging and motion estimation from parametric sparse Bayesian learning," 2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Beijing, 2016, pp. 3254-3257. (EI检索)
[47] G. Xu, Lei Yang, S. Zhou and G. Bi, "ISAR imaging and motion compensation with sparse Bayesian learning," 2016 IEEE Radar Methods and Systems Workshop (RMSW), Kiev, 2016, pp. 27-31. (EI检索)
[48] T. Yang, Lei Yang and G. Bi, "ISAR cross-range scaling algorithm based on LVD," 2016 39th International Conference on Telecommunications and Signal Processing (TSP), Vienna, 2016, pp. 643-647. (EI检索)
[49] G. Xu, Lei Yang, S. Zhou and G. Bi, "Rotational motion estimaiton of high-resoluiton ISAR imaigng for manuvering targets," 2016 International Conference on Military Communications and Information Systems (ICMCIS), Brussels, 2016, pp. 1-5. (EI检索)
[50] S. Zhou, Lei Yang and G. Bi, "A novel motion compensation approach for highly-manoeuvring platform SAR imagery," 2015 International Symposium on Signals, Circuits and Systems (ISSCS), Iasi, 2015, pp. 1-5. (EI检索)
[51] Zhou Song, Yang Lei, Xia Xiang-Gen, Li Ya-chao and Bao Zheng, "An autofocusing approach for airborne/stationary bistatic SAR imagery based on acquired raw data," IET International Radar Conference 2013, Xi'an, 2013, pp. 1-6. (EI检索)
[52] Chen Shichao, Liu Ming, Yang Lei, Xing Mengdao and Bao Zheng, "Bistatic sar data focusing using an analytical spectrum based frequency scaling algorithm in tandem configuration," Proceedings of 2011 IEEE CIE International Conference on Radar, Chengdu, 2011, pp. 1684-1687. (EI检索)
[53] Liao Yi, Qian Jiang, Yang Lei and Xing Mengdao, "Space-surface bistatic SAR-GMTI," Proceedings of 2011 IEEE CIE International Conference on Radar, Chengdu, 2011, pp. 903-906. (EI检索)
[54] L. Zhao, L. Wang, G. Bi, Lei Yang and H. Zhang, "A sparsity-driven auto-focus technique for radar imaging," 2016 IEEE 11th Conference on Industrial Electronics and Applications (ICIEA), Hefei, 2016, pp. 2381-2385. (EI检索)
[55] H. Zhang, G. Bi, Lei Yang, S. G. Razul and C. M. See, "IF extraction of multicomponent radar signals based on time-frequency gradient image," 2014 IEEE Radar Conference, Cincinnati, OH, 2014, pp. 0344-0349. (EI检索)
专利：
[1] 杨磊，李慧娟，李埔丞, 岳云泽. 基于近似消息传递的SAR稀疏特征增强成像算法，中国，发明专利，已申请。
[2] 杨磊，张苏，李埔丞，夏亚波. 稳健高效合成孔径雷达多元特征增强成像方法, 中国，发明专利，已申请。
[3] 周松，杨磊，李伟平. 一种基于多普勒参数分析的UAV聚束SAR前向速度估计方法, 中国，发明专利，已申请。
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