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个人简介

刘梅:哈尔滨工业大学电信学院博士、教授、博导,于2009年哈尔滨工业大学控制科学与工程博士后流动站出站。近年来一致从事多传感器数据融合、阵列信号处理、多角度星载合成孔径雷达多维成像等方面的科学研究和教学工作。以第一负责人完成国家、省部级项目40余项,多次获得国家级基金支持。为博士、硕士开设了《数据融合及应用》《新体制雷达技术专题》《现代雷达信号检测与数据处理》等课程。曾受邀为某部集团高级专业技术人员做多传感器数据融合专题讲座。在国内外刊物及会议上发表学术论文100余篇,SCI检索20余篇,获得10多项授权专利。已培养博士研究生近10人,硕士研究生70余人。获国家一等奖、部级特等奖各1项,省部级三等奖各2项。获2002度SHATF奖教金二等奖、获2007级“黑龙江省优秀硕士毕业生(李海浩)指导教师”称号,并多次获得本科优秀毕业论文(张福博、郭路等)指导教师称号;所指导的博士生(李晨雷)、硕士生(崔安磊)曾获“研究生国家特等奖学金”。获得2016年度指导本科生(邓展涛)百优本科毕业设计论文奖。于2004、2009年获得“三八红旗手”称号,获得国家教委优秀辅助教学软件三等奖等。2019年入选国家科技部评审专家;2017年被聘为航天某院的高级顾问;教育部学位与研究生教育发展中心学位论文评审专家,国家自然科学基金通信评议人。

研究领域

多传感器数据融合:舰载、机载、星载及固定平台下主被动异类传感器融合模型及融合算法研究;弱观测环境下的航迹起始、初始定位技术的研究;非线性滤波器技术的研究;强杂波环境下的点航关联技术、ghost点存在时集中式点点关联技术、异类传感器航航关联技术;基于深度学习的传感器管理及分配技术,大数据与数据融合技术等。 先进信号处理:阵列信号处理、空时信号处理及多维信号处理技术、压缩感知技术等 多基线星载SAR成像:双基SAR二维成像,多基SAR三维成像及形变、动目标检测和参数估计及动目标三维成像,杂波抑制技术,抗干扰技术、图像处理技术等。 电子侦察与电子对抗:信号分选及识别,脉内及脉间特征提取与识别。

近期论文

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Li Chenlei, Liu Mei, Wang Pengfei, et al. Calibrating for the satellite attitude jitter in multistatic SAR using a subspace method[J]. IET Radar, Sonar & Navigation, 2017, 11(2): 243–253. (SCI收录, IF=2.015) Wang Pengfei, Liu Mei, Wang Zhigui. Three-dimensional SAR imaging of sea targets with low PRF sampling[J]. IET Radar, Sonar & Navigation, 2018, 12(3): 294–300. (SCI收录,IF=2.015) Mei Liu, Pengfei Wang, Zhigui Wang and Chenlei Li. Multidimensional Motion Parameters’ Estimation for Multi-SAR System Using the Cubic Phase Function[J]. IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(6): 3210–3221. (SCI收录号: 000433328400016, IF=5.63) Mei Liu, Zhigui Wang, and Pengfei Wang. Extension of D-TomoSAR for multi-dimensional reconstruction based on polynomial phase signal[J]. IET Radar, Sonar & Navigation, 2018, 12(4): 449-457. (SCI收录号: 000427625700009, IF=2.015) Zhigui Wang, Mei Liu, and Kunfeng Lv. Retrieval of Three-Dimensional Surface Deformation Using an Improved Differential SAR Tomography System[J]. Electronics, 2019, 8(2): 174. (SCI收录号: 000460746500059, IF=1.764) Zhigui Wang and Mei Liu. Seasonal Deformation and Accelerated Motion of Infrastructure Monitoring Using a Generalized Differential SAR Tomography[J]. IEEE Geoscience and Remote Sensing Letters,2020, 17(4): 626–630. (SCI收录号: 000522453800016, IF=3.534) Zhigui Wang, Mei Liu, Gengting Ai, Pengfei Wang, and Kunfeng Lv. Focusing of Bistatic SAR With Curved Trajectory Based on Extended Azimuth Nonlinear Chirp Scaling[J]. IEEE Transactions on Geoscience and Remote Sensing, 2020: 1-20. ( IF=5.63) Pengfei Wang, Mei Liu, Shuwen Wang, Yajun Li, Kan Tang. 3D Velocity Estimation for Moving Targets via Geosynchronous Bistatic SAR[C]. China International SAR Symposium 2018 (CISS2018), Shanghai, China, 2018 Zhigui Wang, Mei Liu, and Kunfeng Lv. An Extended D-TomoSAR System for the Retrieval of Three-Dimensional Surface Deformation[C]. International Geoscience and Remote Sensing Symposium 2019 (IGARSS 2019), Yokohama, Japan, 2019. Kunfeng Lv, Mei Liu, and Zhilong Zhao. Simulation of ocean surface imaging with PRF varying HRWS SAR[C]. 2020 IEEE 5th International Conference on Signal and Image Processing (ICSIP 2020), Nanjing, China, 2020. Xuemei Sui, Mei Liu, and Yuhang Li. Synthetic Aperture Radar Imaging of Abrupt Underwater Topography[C]. 2020 IEEE 5th International Conference on Signal and Image Processing (ICSIP 2020), Nanjing, China, 2020. Li Chenlei, Liu Mei, Wang Pengfei, et al. Calibrating for the satellite attitude jitter in multistatic SAR using a subspace method[J]. IET Radar, Sonar & Navigation, 2017, 11(2): 243–253. DOI:10/gj8jmp. Wang Pengfei, Liu Mei, Wang Zhigui. Three-dimensional SAR imaging of sea targets with low PRF sampling[J]. IET Radar, Sonar & Navigation, 2018, 12(3): 294–300. Mei Liu, Pengfei Wang, Zhigui Wang and Chenlei Li. Multidimensional Motion Parameters’ Estimation for Multi-SAR System Using the Cubic Phase Function[J]. IEEE Transactions on Geoscience and Remote Sensing, 2018, 56(6): 3210–3221. (SCI收录号: 000433328400016, IF=5.63) Mei Liu, Zhigui Wang, and Pengfei Wang. Extension of D-TomoSAR for multi-dimensional reconstruction based on polynomial phase signal[J]. IET Radar, Sonar & Navigation, 2018, 12(4): 449-457. (SCI收录号: 000427625700009, IF=2.015) Zhigui Wang, Mei Liu, and Kunfeng Lv. Retrieval of Three-Dimensional Surface Deformation Using an Improved Differential SAR Tomography System[J]. Electronics, 2019, 8(2): 174. (SCI收录号: 000460746500059, IF=1.764) Zhigui Wang and Mei Liu. Seasonal Deformation and Accelerated Motion of Infrastructure Monitoring Using a Generalized Differential SAR Tomography[J]. IEEE Geoscience and Remote Sensing Letters,2020, 17(4): 626–630. (SCI收录号: 000522453800016, IF=3.534) Zhigui Wang, Mei Liu, Gengting Ai, Pengfei Wang, and Kunfeng Lv. Focusing of Bistatic SAR With Curved Trajectory Based on Extended Azimuth Nonlinear Chirp Scaling[J]. IEEE Transactions on Geoscience and Remote Sensing, 2020: 1-20. ( IF=5.63) Pengfei Wang, Mei Liu, Shuwen Wang, Yajun Li, Kan Tang. 3D Velocity Estimation for Moving Targets via Geosynchronous Bistatic SAR[C]. China International SAR Symposium 2018 (CISS2018), Shanghai, China, 2018 Zhigui Wang, Mei Liu, and Kunfeng Lv. An Extended D-TomoSAR System for the Retrieval of Three-Dimensional Surface Deformation[C]. International Geoscience and Remote Sensing Symposium 2019 (IGARSS 2019), Yokohama, Japan, 2019. Kunfeng Lv, Mei Liu, and Zhilong Zhao. Simulation of ocean surface imaging with PRF varying HRWS SAR[C]. 2020 IEEE 5th International Conference on Signal and Image Processing (ICSIP 2020), Nanjing, China, 2020. Mei Liu, Pengfei Wang and Zhigui Wang, "3Dvelocity estimation based on FrFT for multi-static SAR," in Electronics Letters, vol. 52, no. 18,pp. 1565-1567, 2016. (SCI) Chenlei Li, Mei Liu, Pengfei Wang and ZhiguiWang, "Calibrating for the satellite attitude jitter in multistatic SARusing a subspace method," in IETRadar, Sonar & Navigation, vol. 12, no. 7, pp. 1-12, 2016. (SCI) Lu Guo, Mei Liu, and Pengfei Wang, "3-Dimaging of general configuration spaceborne bistatic SAR based on compressivesensing," 2016 IEEE Radar Conference(RadarCon), Guang Zhou, 2016, pp.1-6. (EI) Xiangyang Mei Liu, and Pengfei Wang,"Parameter estimation method of moving target based on CPF for distributedspace-borne SAR," 2016 IEEE RadarConference (RadarCon), GuangZhou, 2016, pp. 1-5. (EI) Zhigui Wang, Mei Liu, and Haiyang Chen, "Multi-dimensionalreconstruction based on polynomial phase signal with BiSAR data," 2016 IEEE Radar Conference (RadarCon), Guang Zhou, 2016, pp. 1-5. (EI) Pengfei Wang, Mei Liu, Zhigui Wang, XiangyangZhao and Haiyang Chen, "3-D imaging of spaceborne distributed SAR based onphase preserving compressive sensing," IETInternational Radar Conference 2015, Hangzhou, 2015, pp. 1-4. (EI) Chenlei Li, Mei Liu, He Wang and Pengfei Wang."Subspace method to estimate parameters of wideband polynomial-phasesignals in sensor arrays," InternationalConference on Estimation, Detection and Information Fusion (ICEDIF),Harbin, 2015, pp. 186-189. (EI) Chenlei Li, Mei Liu, Bowen Zhao and Lei Zhang,"FrFT-CSWSF: estimating cross-range velocities of ground moving targetsusing multistatic synthetic aperture radar," Chinese Journal of Aeronautics, vol. 27, no. 5, pp. 1223-1232, 2014.(SCI) 李晨雷, 刘梅, 赵伯文,等. 星载分布式SAR地面动目标精确聚焦的互谱MUSIC法[J]. 电子与信息学报, 2014, 36(8):1905-1911. (EI) Lei Zhang, Mei Liu, Bowen Zhao, and Guanglin Gu. "Distributed SAR Moving Targets 3D imaging Based onCompressed Sensing," Journal ofComputational Information Systems, vol. 10, no. 2, pp. 619-626,2014. (EI) MeiLiu, Lu Guo, Xi Lu, Zhigui Wang and Chenlei Li, "Target extraction fromSAR image under the guide of GIS," 201412th International Conference on Signal Processing (ICSP), Hang Zhou, 2014, pp. 905-908. (EI) BowenZhao, Mei Liu, Xi Lu, Chenlei Li and Pengfei Wang, "High resolutionimaging on distributed SAR using joint space-time-frequency method," 2014 12th International Conference on SignalProcessing (ICSP), Hangzhou, 2014, pp. 330-335. (EI) Mei Liu, Chenlei Li and Shuqing Zhao, "Jointspace-time-frequency method based on fractional fourier transform to estimatemoving target parameters for multistatic synthetic aperture radar," in IET Signal Processing, vol. 7, no. 1,pp. 71-80, 2013. (SCI) 俞建国, 刘梅, 包玖红,等. 基于星光测量天基传感器实时定标在弹道目标跟踪应用[J]. 电子与信息学报, 2013, 35(4):915-920. (EI) 张福博, 刘梅. 基于频域最小二乘APES的非均匀多基线SAR层析成像算法[J]. 电子与信息学报, 2012, 34(7):1568-1573. (EI) Mei Liu, Lei Zhang, Chenlei Li, "Nonuniformthree-dimensional configuration distributed SAR signal reconstruction cluttersuppression," Chinese Journal of Aeronautics, vol. 25,no. 3, pp. 423-429, 2012. (SCI) LeiZhang, Mei Liu, and Chenlei Li, "Nonuniform3D configuration distributed SAR phase compensation maximum likelihood GMTImethod," Journal of Computational Information Systems,vol. 8, no. 8, pp. 3151-3158, 2012. (EI) 俞建国, 刘梅, 王骏. 基于滑窗MCMC的弹道导弹分导团目标数据关联研究[J]. 电子与信息学报, 2012,34(3): 633-638. (EI) MeiLiu, Jianguo Yu, Ling Yang and Yaosheng Zhang, "Consecutive tracking for ballistic missile based on bearings-onlyduring boost phase," Journal of Systems Engineering andElectronics, vol. 23, no. 5, pp. 700~707, 2012. (SCI) 张声杰, 刘梅. 基于FrFT-MUSIC的空时频算法[J]. 现代电子技术,2011, 34(20):114-116. (EI) 林超,刘梅. 基于IAPES的分布式SAR高分辨成像[J]. 现代电子技术.2011 34(16):61-64. (EI) 俞建国, 刘梅, 陈锦海. 弹道目标航迹片段关联及优化[J]. 航空学报,2011, 32(10): 1897-1904. (EI) 陈锦海, 郭实, 刘梅, 陈佳慧. 机载单站非等间隔轨迹优化滤波模型的研究[J]. 哈尔滨工业大学学报,2011, 43(5): 37-42. (EI) 刘梅, 张雷, 武云丽, 禹航. 多敏感器智能信息融合卫星定姿新方法[J]. 哈尔滨工业大学学报.2011,43(3): 23-28. (EI) 刘梅, 陈锦海, 高扬, 王骏, 林超, 张声杰. 基于IMM-CSRF的多平台机动目标被动跟踪方法[J]. 系统工程与电子技术,2011, 33(1): 1-7. (EI) 俞建国, 刘梅, 武云丽, 高韩松. 基于非对称交互多模型弹道导弹跟踪.系统工程与电子技术[J].2010, 32(12): 2570-2575. (EI) 刘梅, 丁力, 沈毅, 林超.基于博弈论的传感器网络多机动目标协同跟踪技术的研究[J]. 系统仿真学报.2010, 22(12):2938-2942. (EI) MeiLiu, Haihao Li, Yi Shen, Jianfeng Fan and Shuangning Huang, "Elastic Neural Network Method forMulti-Target Tracking Task Allocation in Wireless Sensor Network," Computers and Mathematics withApplications, vol.57, no.11-12, pp.1822-1828, 2009. (SCI) 李建林,刘梅.WPT-CDMA系统中的鲁棒自适应波束形成算法的研究[J].通信技术学报. 2009, 42(4):1-3. (EI) YingYang, Mei Liu, Jianlin Li, Chengwei Zheng, "The Complex Spherical DecodingAlgorithm Research in WPT-CDMA System," 2008 4th International Conference on Wireless Communications,Networking and Mobile Computing, Dalian, 2008, pp. 1-4. (EI) MeiLiu, Ying Yang and Jianlin Li, "Blind Channel Estimation Based on AdaptiveNoise Subspace Estimation in WPT-CDMA System," 2008 4th International Conference on Wireless Communications,Networking and Mobile Computing, Dalian, 2008, pp. 1-4. (EI) HaihaoLi, Mei Liu, Yi Shen and Deli Qiao, "Research on Task Allocation Techniquefor Multi-Target Tracking in Wireless Sensor Network," 2007 International Conference onMechatronics and Automation, Harbin, 2007, pp. 360-365. (EI) 刘梅, 李海昊, 沈毅. 无线传感器网络空中目标跟踪任务分配技术的研究[J]. 宇航学报,2007,28(4):960-965. (EI) MeiLiu, Haihao Li and Nuo Xu, "Multi-Sensor Multi-Target Passive Locating andTracking," International Journal of Control, Automation and Systems, vol. 5,no. 2, pp. 200-207, 2007. (SCI) MeiLiu, Taifan Quan and Tianbin Yao, "Tracking maneuvering target based onneural fuzzy network with incremental neural leaning,"Journal of Systems Engineering andElectronics, vol. 17, no. 2, pp. 343-349, 2006. (EI) 刘梅, 权太范, 姚天宾, 李海昊. 多传感器多目标无源定位跟踪算法研究[J]. 电子学报,2006, 34(6): 991-995. (EI) 刘梅, 权太范, 姚天宾. 基于增量学习神经模糊网络的机动目标跟踪[J]. 电子学报,2006, 17(2): 343-349. (EI) 刘梅, 姚天宾, 权太范, 陈国乔. 干扰机组合优化定位算法研究[J]. 系统工程与电子技术,2006, 28(1): 49-52. (EI) 刘梅, 赵刚, 权太范. 一种新型遗传算法在防空作战指挥系统的目标分配中应用[J]. 系统工程与电子技术,2005, 27(3): 456-460. (EI) MeiLiu, Taifan Quan, Guoqiao Chen and Yangming Fu, "Study on assembledoptimum location algorithm for jammer," Control, Automation, Robotics and Vision Conference, 2004. ICARCV 20048th, 2004, pp. 2062-2065 Vol. 3. (EI) MeiLiu, Weidong Liu, Deqing Sun, Ruixue Li and Taixing Yang, "A MC-CDMAsystem based on CMFB," ControlApplications, 2004. Proceedings of the 2004 IEEE International Conference on,2004, pp. 45-50 Vol.1. (EI) MeiLiu, Taifan Quan and Lei Zhao, "Attribute fusion based on NFE model andconvex optimization approach," IntelligentControl and Automation, 2004. WCICA 2004. Fifth World Congress on, 2004,pp. 3165-3169 Vol.4. (EI) 刘梅, 刘伟东, 姜义成, 王彦珍, 刘慧念.一种基于混合遗传算法的超分辨图像重构方法[J]. 哈尔滨工业大学学报,2004, 36(6):749-751. (EI) TaifanQuan, Mei Liu and Shuang Fang, "Track to track fusion based on NFEmodel," Intelligent Control andAutomation, 2004. WCICA 2004. Fifth World Congress on, 2004, pp. 3160-3164Vol.4. (EI) MeiLiu, Taifan Quan and Lei Zhao, "Attribute fusion based on NFE model andconvex optimization approach," IntelligentControl and Automation, 2004. WCICA 2004. Fifth World Congress on, 2004,pp. 3165-3169 Vol.4. (EI) MeiLiu, Taifan Quan and Shaohua Luan, "An attribute recognition system basedon rough set theory-fuzzy neural network and fuzzy expert system," Intelligent Control and Automation, 2004.WCICA 2004. Fifth World Congress on, 2004, pp. 2355-2359 Vol.3. (EI) 刘梅, 许荣庆, 杨太星, 栾少华, 张馨. 基于余弦调制滤波器组的多载波CDMA系统[J]. 哈尔滨工业大学学报,2004, 36(3): 410-413, 416. (EI) 刘梅, 许荣庆, 杨太星, 栾少华, 董英凝, 张馨. 基于小波包变换的多载波CDMA系统[J]. 哈尔滨工业大学学报,2004, 36(2): 215-217, 222. (EI) 刘梅, 刘慧念, 王彦珍,权太范.基于预条件共轭梯度的超分辨图像重构方法[J]. 哈尔滨工业大学学报,2003, 35(8):926-929. (EI) MeiLiu, Taifan Quan, Gang Zhao, Weidong Liu, "A New-type Genetic Algorithm InTarget Assignment Of The Antiaircraft Command System," The 7th World Multi-Conference onSystemics, Cybernetics and Informatics (SCI@# 03), vol 2,pp.218-222, 2003. MeiLiu, Shaohua Luan, Weidong Liu, Yingling Sun, Taifan Quan, "Multi-sensorData Fusion Methods Based On The NFE Model," The 7th World Multi-Conference on Systemics,Cybernetics and Informatics (SCI@# 03), vol 6, pp.7-12, 2003. 刘梅, 刘慧念, 刘伟东, 王彦珍, 许荣庆.一种基于神经网络的超分辨图像重构方法[J]. 哈尔滨工业大学学报,2003, 35(6):707-710. (EI) 董华春, 刘梅, 权太范.高频雷达海杂波混沌特性的实验研究[J]. 高技术通讯,2000, 10(3):41-44. (EI)

学术兼职

教育部学位与研究生教育发展中心学位论文评审专家 国家自然科学基金通信评议人 国家科技部国合重大专项评审专家 国内期刊审稿人 《系统工程与电子技术》(中、英文版) 《航空学报》(中、英文版) 国际期刊审稿人 《IET SignalProcessing》 《IET Radar, Sonar & Navigation》 《IEEE Geoscience and Remote Sensing Letters》 《IEEE SignalProcessing Letters》

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