个人资料：
姓名：汪清
职称：教授/博士生导师
学科专业：信息与通信工程
通讯地址：天津大学电气自动化与信息工程学院26教学楼D区517室
电子信箱： wangq at tju dot edu dot cn
简介：
汪清，博士，教授，博士生导师。分别于2010年、2007年、2004年获天津大学博士、硕士、双学士学位，2010年起留校任教。2018年12月至2019年10月，在美国哥伦比亚大学做访问学者，2007年10月至2009年4月，在新加坡南洋理工大学公派联合培养。近年来一直从事通信雷达信号处理领域的研究，在IEEE TSP/TMTT/TAES/TNNLS等SCI期刊上发表论文40余篇，获授权发明专利30余项。作为负责人主持国家基金面上和青年项目、863子课题、教育部博士点基金、平安西藏重大专项课题等，作为主要研究人员参与国家重大科技专项、863、973、国家科技支撑计划等项目的研究。获天津市科技进步一等奖2项（排名第1和第2）、二等奖1项（排名第5）、西藏自治区科学技术二等奖1项（排名第4）。入选天津大学 “北洋学者ꞏ青年骨干教师”计划，获天津大学“优秀共产党员”、天津市教学成果一等奖，校、院两级多次讲课大赛及课程建设一等奖等荣誉。担任IEEE SPL期刊编委、天津大学海洋学院副院长。
主要经历：
2022.06 至今 天津大学，信息与通信工程专业，教授
2013.06-2022.06 天津大学，信息与通信工程专业，副教授（2017年起任博士生导师）
2018.12-2019.10 美国哥伦比亚大学，访问学者
2010.03-2013.06 天津大学，信息与通信工程专业，讲师
2007.03-2010.03 天津大学，信息与通信系统专业，工学博士
2007.10-2009.04 新加坡南洋理工大学，公派联合培养博士生
2004.03-2007.03 天津大学，信息与通信系统专业，工学硕士
2000.09-2004.07 天津大学，电子信息工程/工程管理，工学/管理学双学士
主要研究方向：
新体制雷达、高速高可靠通信、智能信息处理等
代表性科研项目：
[1] 西藏自治区重大专项课题，智慧边防管控协同化关键技术研究，负责人
[2] 国家基金面上项目，面向复杂电磁环境的认知被动雷达波形识别与优化研究，负责人
[3] 863子课题，5G无线网络非栈协议虚拟化关键技术研究开发——用户面平坦化，负责人；
[4] 国家基金青年基金，面向未来复杂异构无线通信照射源的宽带认知被动雷达关键技术研究，负责人
[5] 教育部博士点（新教师）基金，宽带认知被动雷达架构、理论及方法研究，负责人
[6] 863重点，高频段示范系统——高频段通信示范业务平台，主要参加人
[7] 国家科技重大专项，电波测量与信道建模技术研究——信道特性仿真与建模，主要参加人
[8] 国家科技支撑计划，绿色校园建设及管理关键技术开发与示范——绿色校园生态信息平台构建，主要参加人
[9] 国家基金面上项目，基于MIMO天线的小波包多载波系统关键技术研究，主要参加人，
[10] 863课题，毫米波和太赫兹总体技术与高速基带信号处理技术研究，主要参加人
[11] 973子课题，多域协同宽带无线通信基础研究——基带处理与天线协同，主要参加人
代表性论著、学术著作：
学术论文：
[1] X. Liu, Q. Wang, Y. Shao, Y. Geng and Y. Li, "Structured Directional Pruning via Perturbation Orthogonal Projection," IEEE Transactions on Signal Processing, vol. 72, pp. 5439-5453, 2024.
[2] Q. Wang, S. Li, R.Z Guo, H. Chen, Z.W. Wang, K, Guan, Z.Q. Wu, W. Liu, "One-Shot Architecture Search and Transformation for Robust DOA Estimation, " IEEE Transactions on Aerospace and Electronic Systems (early access)
[3] L. Teng, Q. Wang* and H. Chen, "Denoising-Dynamic Attention Network for Circular and Noncircular Mixed Signals DOA Estimation," IEEE Sensors Journal, vol. 24, no. 19, pp. 30352-30362, 1 Oct.1, 2024
[4] Q. Wang, X. Zhou, W. Liu, J. Liu, X. Fang and D. Zheng, "Adaptive Detection of Point Targets in Compound- Gaussian Clutter with Inverse Gamma Texture," IEEE Transactions on Aerospace and Electronic Systems (early access).
[5] J. Wang, Q. Tao, G. Han, X. Fu and Q. Wang, "Orthogonal Chirp Division Multiplexing Based on Dictionary Theory for Integrated Sonar and Communication System," IEEE Communications Letters, vol. 28, no. 7, pp. 1688-1692, July 2024
[6] Q. Wang, X. Zhou, W. Liu, J. Liu, X. Fang and D. Zheng, "Adaptive Detection of Point Targets in Compound-Gaussian Clutter With Inverse Gamma Texture," IEEE Transactions on Aerospace and Electronic Systems, vol. 60, no. 4, pp. 3967-3978, Aug. 2024
[7] Q. Wang, G. Fu, P. Chen, Z. Wu and Z. Wang, "Covert Waveform for Dual-Function Radar Communication System," IEEE Communications Letters (early access).
[8] H. Wang, Q. Wang* and Q. Chen*, "Opponent’s Dynamic Prediction Model-Based Power Control Scheme in Secure Transmission and Smart Jamming Game," IEEE Internet of Things Journal, vol. 11, no. 2, pp. 2870-2882, 15 Jan.15, 2024.
[9] X. Liu, Q. Wang, Y. Shao and Y. Li*, "Sparse Federated Learning with Hierarchical Personalization Models," IEEE Internet of Things Journal, vol. 11, no. 5, pp. 8539-8551, 1 March1, 2024.
[10] H. Wang Q. Wang*, L.Y. Chen, G.Y. Fu, X.F. Liu, Z.C. Dong, E. Panayirci, "Breaking the Performance Gap of Fully and Semisupervised Learning in Electromagnetic Signature Recognition," IEEE Internet of Things Journal, vol. 11, no. 2, pp. 3161-3174, 15 Jan.15, 2024.
[11] X. Liu, Y. Li, Q. Wang*, X. Zhang*, Y. Shao and Y. Geng, "Sparse Personalized Federated Learning," IEEE Transactions on Neural Networks and Learning Systems, vol. 35, no. 9, pp. 12027-12041, Sept. 2024
[12] H. Chen*, H. Lin, W. Liu, Q. Wang, Q. Shen and G. Wang, "Augmented Multi-Subarray Dilated Nested Array with Enhanced Degrees of Freedom and Reduced Mutual Coupling," IEEE Transactions on Signal Processing, vol. 72, pp. 1387-1399, 2024
[13] H. Chen*; Z.L. Yi; Z.W. Jiang; W. Liu; Y. Tian*; Q. Wang; G. Wang, "Spatial-temporal-based Underdetermined Near-field 3-D Localization Employing a Nonuniform Cross Array," IEEE Journal of Selected Topics in Signal Processing, vol. 18, no. 4, pp. 561-571, May 2024.
[14] H. Chen*, J.X Fang; W.L Wang; W. Liu; Y. Tian*; Q. Wang; G. Wang, "Near-Field Target Localization for EMVS-MIMO Radar with Arbitrary Configuration," IEEE Transactions on Aerospace and Electronic Systems, vol. 60, no. 4, pp. 5406-5417, Aug. 2024.
[15] H. Zheng, C. Zhou, S. A. Voroboyv, Q. Wang and Z. Shi, "Decomposed CNN for Sub-Nyquist Tensor-Based 2-D DOA Estimation," IEEE Signal Processing Letters, vol. 30, pp. 708-712, 2023
[16] Q. Wang, Q. Chen, Y. Zhang and H. Wang*, "Learning-Based Intelligent Reflecting Surface-Aided Cell-Free Massive MIMO Systems," IEEE Transactions on Vehicular Technology, vol. 72, no. 9, pp. 12338-12342, Sept. 2023.
[17] Q. Wang, Q. Liu, S.F. Wand et al., "Normalized Min-Sum Neural Network for LDPC Decoding," IEEE Transactions on Cognitive Communications and Networking, vol. 9, no. 1, pp. 70-81, Feb. 2023.
[18] Y. Guo, J. Jin, Q. Wang*, H, Chen, W. Liu, "Position-enAbled Complex Toeplitz LISTA for DOA Estimation with Unknow Mutual Coupling ", Signal Processing. vol. 194, no. 2022, pp. 1-9, May 2022.
[19] R. Feng, Z. Li, Q. Wang* and J. Huang, "An ADMM-Based Optimization Method for URLLC-Enabled UAV Relay System," IEEE Wireless Communications Letters, vol. 11, no. 6, pp. 1123-1127, Jun. 2022.
[20] Y. Yang, Y. Ge, B. Li, Q. Wang, Y. Lang and K. Li, "Multiscenario Open-Set Gait Recognition Based on Radar Micro-Doppler Signatures," IEEE Transactions on Instrumentation and Measurement, vol. 71, pp. 1-13, 2022
[21] J. Xu, Y. Hou, Y. Yang, B. Li, Q. Wang and Y. Lang, "Semisupervised Radar-Based Gait Recognition in the Wild via Ensemble Determination Strategy," IEEE Sensors Journal, vol. 22, no. 21, pp. 20947-20957, 1 Nov.1, 2022
[22] C. Li, Q. Wang, H. Chen and L. Teng, "1-Bit DOA Estimation Using Expectation-Maximization Generalized Approximate Message Passing with Two L-Shaped Arrays," IEEE Communications Letters, vol. 25, no. 8, pp. 2554-2558, Aug. 2021.
[23] L. Teng, Q. Wang and H. Chen, "1-Bit DOA Estimation Algorithm for Strictly Non-Circular Sources," IEEE Communications Letters, vol. 25, no. 7, pp. 2216-2220, July 2021.
[24] C.Y. Zhao, Q. Wang, X.F. Liu, C. Li, and L.D. Shi. "Reinforcement Learning Based a non-zero-sum Game for Secure Transmission against Smart Jamming," Digital Signal Processing, vol. 112, pp. 103002-103010, 2021.
[25] Q. Wang, P. Du, X. Liu, and J. Yang, "Adversarial Unsupervised Domain Adaptation for Cross Channel Scenario Waveform Recognition," Signal Processing, vol. 171, no.2020, pp.1-7, Jun. 2020.
[26] H. Chen, Y. Liu, Q. Wang*, W. Liu and G. Wang*, "Two-Dimensional Angular Parameter Estimation for Noncircular Incoherently Distributed Sources Based on an L-Shaped Array," IEEE Sensors Journal, vol. 20, no. 22, pp. 13704-13715, 15 Nov.15, 2020.
[27] Y. Lang, Q. Wang, Y. Yang, C. Hou, H. Liu and Y. He, "Joint Motion Classification and Person Identification via Multitask Learning for Smart Homes," IEEE Internet of Things Journal, vol. 6, no. 6, pp. 9596-9605, Dec. 2019.
[28] Q. Wang, P. Du, J. Yang, G. Wang, J. Lei, and C. Hou, "Transferred Deep Learning based Waveform Recognition for Cognitive Passive Radar," Signal Processing, vol. 2019, no. 155, pp. 259-267, Jan. 2019.
[29] Q. Wang, X. Wang, H. Chen, X. Zhu, W. Liu, W. Yan, and L. Wang. "An Effective Localization Method for Mixed Far-Field and Near-Field Strictly Non-circular Sources," Digital Signal Processing, vol. 94, no. 2019, pp. 125-136, Dec. 2019.
[30] Q. Wang, T. Li, R. Feng and C. Yang, "An Efficient Large Resource-User Scale SCMA Codebook Design Method," IEEE Communications Letters, vol. 23, no. 10, pp. 1787-1790, Oct. 2019.
[31] Q. Wang, X. Wang and H. Chen, "DOA Estimation Algorithm for Strictly Noncircular Sources with Unknown Mutual Coupling," IEEE Communications Letters, vol. 23, no. 12, pp. 2215-2218, Dec. 2019.
[32] Y. Lang, Q. Wang, Y. Yang, C. Hou, D. Huang and W. Xiang, "Unsupervised Domain Adaptation for Micro-Doppler Human Motion Classification via Feature Fusion," IEEE Geoscience and Remote Sensing Letters, vol. 16, no. 3, pp. 392-396, Jan. 2019.
[33] N. Xing, Q. Zong, L. Dou, B. Tian and Q. Wang, "A Game Theoretic Approach for Mobility Prediction Clustering in Unmanned Aerial Vehicle Networks," IEEE Transactions on Vehicular Technology, vol. 68, no. 10, pp. 9963-9973, Oct. 2019.
[34] H. Chen, W. Liu, W.P. Zhu, M.N.S. Swamy, and Q. Wang, "Mixed Rectilinear Sources Localization under Unknown Mutual Coupling," Journal of the Franklin Institute, vol. 356, no. 4, pp. 2372-2394, Mar. 2019.
[35] H. Chen, W.P. Zhu, W. Liu, M.N.W. Swamy, Y. Li, Q. Wang, and Z. Peng, "RARE-based Localization for Mixed Near-field and Far-field Rectilinear Sources," Digital Signal Processing, vol. 85, pp. 54-61, Feb. 2019.
[36] H. Chen, C.P. Hou, W.P. Zhu, W. Liu, Y.Y. Dong, Z.J. Peng, Q. Wang, “ESPRIT-like Two-dimensional Direction Finding for Mixed Circular and Strictly Noncircular Sources based on Joint Diagonalization”, Signal Processing, vol. 141, pp. 48-56, 2017.
[37] Q. Wang, T.D. Dou, H. Chen, W.Q. Yan, W. Liu, “Effective Block Sparse Representation Algorithm for DOA Estimation with Unknown Mutual Coupling”, IEEE Communication Letters, vol. 21, no. 12, pp. 2622~2625, 2017
[38] H. Wu, C.P. Hou, H. Chen, W. Liu, Q. Wang, “Direction Finding and Mutual Coupling Estimation for Uniform Rectangular Arrays”, Signal Processing, vol.117, pp.61-68, 2015.
[39] H. Chen, C.P. Hou, Q. Wang*, L. Huang, W.Q. Yan, L.Z. Pu, “Improved Azimuth/Elevation Angle Estimation Algorithm for Three-Parallel Uniform Linear Arrays”, IEEE Antennas and Wireless Propagation Letters, vol. 14, PP. 329-332, 2015.
[40] H. Chen, C.P. Hou, Q. Wang*, L. Huang, W.Q. Yan, “Cumulants-Based Toeplitz Matrices Reconstruction Method for 2-D Coherent DOA Estimation”, IEEE Sensors Journal, vol.14, no.8, pp.2824-2832, Aug. 2014.
[41] Y.H. Hou, G.H. Liu, Q. Wang*, W. Xiang, “Performance Optimization of Digital Spectrum Analyzer with Gaussian Input Signal”, IEEE Signal Processing Letter, vol. 20, no. 1, pp. 31-34, Jan. 2013.
[42] Q. Wang, C.P. Hou and Y.L. Lu, “An Experimental Study of WiMAX Based Passive Radar”, IEEE Transactions on Microwave Theory and Techniques, vol. 58, no. 12, pp. 3502~3510, Dec. 2010.
专利：
[1] 航天以太网拓扑优化方法，专利号：ZL 2021104177890
[2] 基于TTE网络容量估计的通信方法，专利号：ZL2019102377077
[3] 基于响应约束的TTE网络离线调度方法，专利号：ZL 2019110727585
[4] 基于迁移学习的被动雷达外辐射源信号识别方法，专利号：ZL2018102396213
[5] 中短码LDPC编解码系统和方法，专利号：ZL201811212535X
[6] 宽带被动MIMO雷达的克拉美罗界分析方法，专利号：ZL2018109905977
[7] 基于天牛须搜索算法的认知雷达波形优化方法，专利号：ZL2018102802920
[8] 基于雷达图像与生成对抗模型的人体动作开集识别方法，专利号：ZL2018101771048
[9] 一种基于生成式对抗网络的人体运动检测方法，专利号：ZL201810573716.9
[10] 一种基于生成式对抗网络的图像单分类方法，专利号：ZL 2018102251110
[11] 非正交被动MIMO雷达模糊函数分析方法，专利号：ZL 201710757937.7
[12] 一种SDN控制器部署中的标签传递算法，专利号：ZL 2017103473551
[13] 基于非圆特性的远近场混合信号DOA估计算法，专利号：ZL 2017102656201
[14] 一种阵元互耦下的稀疏DOA估计算法，专利号：ZL 2017102661036
[15] 一种时域被覆线模拟器实现方案，专利号：ZL 2016108252264
[16] 宽带认知被动雷达架构下的学习-感知-决策-响应方法，专利号：ZL 2017100101398
[17] 一种基于异构网络的负载均衡算法，专利号：ZL 201610912127X
[18] 一种兼容时间触发以太网与1553B的新一代航天以太网总线，专利号：ZL 2016104879267
[19] 一种基于傅里叶光学建模的编码光圈相机图像恢复方法，专利号：ZL 201610226712.4
[20] 一种新的面向智能移动终端协议架构等移动性管理，专利号：ZL 2016100492236
[21] 一种新的面向智能移动终端协议架构的移动流量管理，专利号：ZL 201610047772X
[22] 一种被复线信道建模及测试方法，专利号：ZL 2015110349831
[23] 基于通信/雷达一体化的单通道LTE雷达系统，专利号：ZL 201511034348.3
[24] 一种屏蔽双绞线传输特性的计算方法，发明专利，专利号：ZL 201310093202.0
[25] 基于DMT的高速1553通信总线发送方法与装置，发明专利，专利号：ZL 201210156793.7
[26] 宽带认知被动雷达系统架构设计方法，专利号：ZL 201210156795.6
主要讲授课程：
本科生：电磁场与电磁波、通信工程专业导论、移动通信
研究生：通信系统理论与关键技术
主要学术成就、奖励及荣誉：
[1] 2019天津市科学技术进步奖一等奖（排名第1）
[2] 2017天津市科学技术进步奖一等奖（排名第2）
[3] 2018天津市教学成果一等奖（排名第9）
[4] 2020西藏自治区科学技术奖二等奖（排名第4）
[5] 2012天津市科学技术进步奖二等奖（排名第5）
[6] 2013入选“北洋学者·青年骨干教师”计划
[7] 2016天津大学“优秀共产党员”称号
[8] 2018天津大学教学成果一等奖
[9] 2012天津大学研究生数字化教学“开放课程”建设一等奖
[10] 2020天津大学本科毕业设计优秀指导教师
[11] 2022、2020天津大学优秀硕士论文指导教师
[12] 2014天津大学第十届青年教师讲课大赛二等奖
[13] 2016天津市教学基本功大赛校内选拔赛三等奖
[14] 2018北京组招生宣传先进个人
[15] 2017电气自动化与信息工程学院讲课大赛一等奖
[16] 2014电子信息工程学院讲课大赛一等奖
[17] 2018、2021电气自动化与信息工程学院优秀班主任
其他（社会兼职等）：
[1] IEEE Signal Processing Letters, Associate Editor
[2] 天津大学海洋学院，副院长
[3] IEEE会员、通信学会会员、中国通信标准化协会（CCSA）会员
[4] 天津市智能多媒体信息系统国际联合研究中心，办公室主任
[5] 中国图象图形学学会交通视频专委会，委员
[6] 全国高等教育学校计算机教育研究会数化字能力认证执行委员会，委员
[7] 全国高等学校计算机教育研究会对外联络委员会，委员
[8] 中国工程教育专业认证协会和教育部高等教育教学评估中心，专家
[9] 国际会议组织：ICCSE国际计算机科学与教育会议的Publication Chair，获ICCSE 15周年特别贡献奖；
[10] TPC Member：ICC、SAM等；
[11] Special Session / Workshop组织：SAM 2020，VTC 2021，ICCT 2021，等
[12] 期刊审稿：IEEE T-COM/SP/AES/MTT/VT/JSTSP、电子学报等
招生信息：
招博士生与硕士生若干名（有直博或转博计划者优先），欢迎对课题组研究方向感兴趣的同学加入。希望您：1）有较强的上进心、锲而不舍、追求卓越的精神；2）性格开朗，积极主动，有团队合作意识。也欢迎学有余力的本科生参与实验室研究工作，希望申请者以深化所学提升能力为目标，而不是仅为了获取一段实验室经历。
博士招生专业：信息与通信工程（学术型）和电子信息（工程博士）；硕士招生专业：信息与通信工程（学硕）和电子信息（专硕）。
