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
Brief Introduction
I 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, I visited Nanyang Technological University, Singapore, as a joint PhD student, under the supervision of Prof. Yilong Lu (IEEE Fellow). Since 2010, I joined the School of Electrical and Information Engineering at Tianjin University, where I am currently a full professor. From 2018 to 2019, I was a visiting scholar with Columbia University, New York, NY, USA, work with Prof. Xiaodong WANG (IEEE Fellow).
My 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
-
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.
-
- [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
-
- [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”
-
- [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”
- Grants
- [1] Technology Major Project of Tibetan Autonomous Region of China (Grant No. XZ202201ZD0006G03), 2022.10-2025.9
- [2] The Key Research and Development Program of Tibet Autonomous Region, and the Science, 2021.7-2023.7
-
- [3] National Natural Science Foundation of China (Grant No. 61871282), “Complex electromagnetic environment oriented cognitive passive radar waveform recognition and optimization”, 2019.1-2022.12
- [4] National High-tech R&D Program of China (863 Program, Grant No. 2015AA01A706), “Key Technologies of 5G Wireless Network Non-Stack Protocol Virtualization”, 2015.1-2016.12
- [5] National Natural Science Foundation of China (Grant No. 61101223), “Future Complex Heterogeneous Multi-Illuminators Compatible Oriented Broadband Cognitive Passive Radar”, 2012.1-2014.12
- [6] Ph.D. Programs Foundation of Ministry of Education of China (Grant No. 20110032120087), “Broadband Cognitive Passive Radar: Architecture, Theory and Method”, 2012.1-2014.1