Qing WANG
School
School of Electrical and Information Engineering
Professional Title
Professor
Administrative Appointments
Professor
Discipline
Information and Communication Engineering
Contact Information
13752332119
wangq@tju.edu.cn
26-D-517, 92 Weijin Road, Tianjin University
300072
Brief Introduction
Prof. Qing WANG received my B.S., M.S., and Ph.D. degrees in Electrical Engineering from Tianjin University in 2004, 2007, and 2010, respectively. From 2007-2009, she visited Nanyang Technological University, Singapore, as a joint PhD student, under the supervision of Prof. Yilong Lu (IEEE Fellow). Since 2010, she joined the School of Electrical and Information Engineering at Tianjin University, where she is currently a full professor. From 2018 to 2019, she was a visiting scholar with Columbia University, New York, NY, USA, work with Prof. Xiaodong WANG (IEEE Fellow). Her research interests include: communication & radar theory, statistical signal processing, machine learning, and their application to passive radar signal processing, radar/communication co-design, array signal processing, software defined radio, software defined network, and so on.
Education Background
- Visititing PhD Student| Nanyang Technological University| Communication | 2009
- Ph.D| Tianjin University| Communication and Information System| 2010
- M.S.| Tianjin University| Communication and Information System| 2007
- Double B.S. | Tianjin University| Electronic Information Engineering/Engineering Management| 2004
Research Interests
- Passive radar
- Intelligent Signal Processing
- Array Signal Processing
Positions & Employments
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2018.12-2019.10
work with Xiaodong WANG (IEEE Fellow) | Columbia University | Visiting Scholar | 访问学者 -
2010.3-2013.6
School of Electronic Information Engineering | Tianjin University | Lecturer -
2013.6-2022.6
School of Electronical Information Engineering | Tianjin University | Department Deputy Head | Associate Professor -
2022.7-Now
School of Electrical and Information Engineering | Tianjin University | Department Deputy Head | Professor
Academic Achievements
- Papers
- [1] X.F. Liu, Y.C. Li, Q. Wang*, X. Zhang*, Y.F. Shao, Y.H. Geng, "Sparse Personalized Federated Learning", IEEE Transactions on Neural Networks and Learning Systems, accepted.
- [2] 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.
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- [3] 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.
- [4] 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, June 2022.
- [5] 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.
- [6] 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.
- [7] 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.
- [8] 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.
- [9] 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.
- [10] Y.H. Liu, H. Chen, Q. Wang, W. Liu, G. Wang, “Noncircularity-based generalized shift invariance for estimation of angular parameters of incoherently distributed sources,” Signal Processing, Volume 183, 2021, 107989
- [11] 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.
- [12] 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.
- [13] 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.
- [14] 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.
- [15] 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.
- [16] 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.
- [17] 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.
- [18] 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.
- [19] 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.
- [20] 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.
- [21] 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.
- [22] 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.
- [23] 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.
- [24] 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.
- [25] 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.
- [26] 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.
- [27] 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.
- [28] 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.
- Patents
- [1] 宽带认知被动雷达系统架构设计方法，专利号：ZL 201210156795.6
- [2] 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
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- [3] 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
- [4] 基于通信/雷达一体化的单通道LTE雷达系统，专利号：ZL 201511034348.3
- [5] 一种被复线信道建模及测试方法，专利号：ZL 2015110349831
- [6] 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
- [7] 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
- [8] 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
- [9] 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
- [10] 一种基于异构网络的负载均衡算法，专利号：ZL 201610912127X
- [11] 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
- [12] 一种时域被覆线模拟器实现方案，专利号：ZL 2016108252264
- [13] 一种阵元互耦下的稀疏DOA估计算法，专利号：ZL 2017102661036
- [14] 基于非圆特性的远近场混合信号DOA估计算法，专利号：ZL 2017102656201
- [15] 一种SDN控制器部署中的标签传递算法，专利号：ZL 2017103473551
- [16] 非正交被动MIMO雷达模糊函数分析方法，专利号：ZL 201710757937.7
- [17] 一种基于生成式对抗网络的图像单分类方法，专利号：ZL 2018102251110
- [18] 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
- [19] 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
- [20] 基于天牛须搜索算法的认知雷达波形优化方法，专利号：ZL2018102802920
- [21] 宽带被动MIMO雷达的克拉美罗界分析方法，专利号：ZL2018109905977
- [22] 中短码LDPC编解码系统和方法，专利号：ZL201811212535X
- [23] 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
- [24] 基于响应约束的TTE网络离线调度方法，专利号：ZL 2019110727585
- [25] 基于TTE网络容量估计的通信方法，专利号：ZL2019102377077
- [26] 航天以太网拓扑优化方法，专利号：ZL 2021104177890
- Honors & Awards
- [1] 2019, First Class Prizes of the “Tianjin Scientific and Technological Progress Award” in project of “Intelligent monitoring and identification based on multi-sensor fusion”
- [2] 2017, First Class Prizes of the “Tianjin Scientific and Technological Progress Award” in project of “LTE field test instruments research, development and industrialization”
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- [3] 2020, Second Class Prizes of the "Tibet Scientific and Technological Award" in project of "Research and design of wireless communication system in plateau"
- [4] 2012, Second Class Prizes of the “Tianjin Scientific and Technological Progress Award” in project of “digital TV spectrum analyzer research, development and industrialization”
- [5] 2022/2020, Recipient of “Excellent Master’s Thesis Advisor”
- [6] 2020/2013, Recipient of “Excellent Final Year Project Advisor”
- [7] 2018, First Class Prizes of the “Tianjin University Pedagogical Outcomes Award”
- [8] 2017, First Class Prizes of the “EE School Teaching Competition among Young Teachers”
- [9] 2018, First Class Prizes of the “Tianjin Pedagogical Outcomes Award”