电子工程系

Department of Electronic Engineering


李刚

博士,长聘教授,博士生导师
清华大学,电子工程系,北京 100084, 中国
电话: 010-62794095
Email: gangli[AT]tsinghua.edu.cn
个人主页:http://oa.ee.tsinghua.edu.cn/~ligang/index.htm

 

教育背景

  2007.07,博士,清华大学电子工程系
  2002.07,学士,清华大学电子工程系

 

工作履历

  2019.06 至今,长聘教授,清华大学电子工程系
  2012.10 – 2014.04,访问学者,俄亥俄州立大学、雪城大学
  2010.12 – 2019.05,副教授,清华大学电子工程系
  2007.07 – 2010.12,助理研究员,清华大学电子工程系

 

  讲授课程
      概率论与随机过程,本科生核心课(2011至今),清华大学
      雷达成像原理与技术,研究生专业课(2015至今),清华大学
      随机过程, 本科生必修课(2009-2011),清华大学

 

学术兼职

  IEEE高级会员
  Associate Editor, IEEE Transactions on Signal Processing
  Guest Editor, IET Radar, Sonar & Navigation
  中国电子学会高级会员、雷达分会委员
《雷达学报》编委、《现代雷达》编委、《雷达科学与技术》编委

 

研究领域

  雷达成像与识别、遥感数据处理、分布式信号处理、稀疏信号处理、信息融合等。

 

奖励与荣誉

  国家杰出青年科学基金(2019)
  教育部“长江学者奖励计划”青年学者(2017)
  教育部自然科学奖一等奖(2017)
  中国智能学会吴文俊人工智能科学技术创新奖一等奖(2016)
  英国皇家学会牛顿高级学者(Royal Society Newton Advanced Fellowship)(2016)
  国家“万人计划”青年拔尖人才(2014)
  国家自然科学基金委优秀青年科学基金(2014)
  清华大学221基础研究人才支持计划(2014)
  教育部新世纪优秀人才支持计划(2011)
  清华大学青年教师教学比赛二等奖(2010)
  全国百篇优秀博士论文提名(2009)
  清华大学电子工程系先进个人(2009)
  全国优秀教师/全国优秀辅导员(2007)
  清华大学优秀博士毕业生(2007)
  清华大学优秀博士论文一等奖(2007)


学术成果

部分论文

1. X. Wang, G. Li, C. Quan, and P. K. Varshney, “Distributed Detection of Sparse Stochastic Signals with Quantized Measurements: The Generalized Gaussian Case,” IEEE Transactions on Signal Processing, vol. 67, no. 18, pp. 4886 – 4898, Sept. 2019.
2. C. Li, G. Li, B. Kailkhura, and P. K. Varshney, “Secure Distributed Detection of Sparse Signals via Falsification of Local Compressive Measurements,” IEEE Transactions on Signal Processing, vol. 67, no. 18, pp. 4696-4706, Sept. 2019.
3. X. Yang, G. Li, J. Sun, Y. Liu, and X.-G. Xia, “High-Resolution and Wide-Swath SAR Imaging via Poisson Disk Sampling and Iterative Shrinkage Thresholding,” IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 7, pp. 4692-4704, July 2019.
4. X. Wang, G. Li, and P. K. Varshney, "Detection of Sparse Stochastic Signals with Quantized Measurements in Sensor Networks," IEEE Transactions on Signal Processing, vol. 67, no. 8, pp. 2210-2220, April 2019.
5. X. Wang, G. Li, and P. K. Varshney, “Distributed Detection of Weak Signals From One-Bit Measurements Under Observation Model Uncertainties,” IEEE Signal Processing Letters, vol. 26 , no. 3, pp. 415 – 419, March 2019. 
6. X. Wang, G. Li, Y. Liu, and M. G. Amin, “Enhanced 1-Bit Radar Imaging by Exploiting Two-Level Block Sparsity,” IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 2, pp. 1131-1141, Feb. 2019. 
7. L. Yang and G. Li, “Sparsity Aware Dynamic Gesture Recognition Using Radar Sensors with Angular Diversity,” IET Radar, Sonar & Navigation, vol. 12, no. 10, pp. 1114 –1120, Oct. 2018.
8. Z. Zhao, R. Tao, G. Li, and Y. Wang, “Fractional Sparse Energy Representation Method for ISAR Imaging,” IET Radar, Sonar & Navigation, vol. 12, no. 9, pp. 988 – 997, Sept. 2018.
9. X. Wang, G. Li, and P. K. Varshney, “Detection of Sparse Signals in Sensor Networks via Locally Most Powerful Tests,” IEEE Signal Processing Letters, vol. 25, no. 9, pp. 1418-1422, Sept. 2018.
10. G. Li, S. Zhang, F. Fioranelli, and H. Griffiths, “Effect of sparsity-aware time–frequency analysis on dynamic hand gesture classification with radar micro-Doppler signatures,” IET Radar, Sonar & Navigation, vol. 12, no. 8, pp. 815-820, Aug. 2018.
11. Z. Chen, G. Li, F. Fioranelli, and H. Griffiths, “Personnel Recognition and Gait Classification Based on Multistatic Micro-Doppler Signatures Using Deep Convolutional Neural Networks,” IEEE Geoscience and Remote Sensing Letters, vol. 15, no. 5, pp. 669-673, May 2018.
12. G. Li, R. Zhang, M. Ritchie, and H. Griffiths, “Sparsity-Driven Micro-Doppler Feature Extraction for Dynamic Hand Gesture Recognition," IEEE Transactions on Aerospace and Electronic Systems, vol. 54, no. 2, pp. 655-665, April 2018.
13. Z. Liu, G. Li, G. Mercier, Y. He, and Q. Pan, “Change detection in heterogenous remote sensing images via homogeneous pixel transformation,” IEEE Transactions on Image Processing, vol. 27, no. 4, pp. 1822 – 1834, April 2018.
14. X. Wang, G. Li, Y. Liu, and M. G. Amin, “Two-Level Block Matching Pursuit for Polarimetric Through-Wall Radar Imaging,” IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 3, pp. 1533-1545, Mar. 2018. 
15. X. Wang, G. Li, Q. Wan, and R. J. Burkholder, “Look-Ahead Hybrid Matching Pursuit for Multi-Polarization Through-Wall Radar Imaging,” IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 7, pp. 4072 – 4081, July 2017. 
16. R. Zhang, G. Li, C. Clemente, and J. J. Soraghan, “Multi-Aspect Micro-Doppler Signatures for Attitude-Independent L/N Quotient Estimation and its Application to Helicopter Classification,” IET Radar, Sonar & Navigation, vol. 11, no. 4, pp. 701-708, April 2017. 
17. Y. Chen, G. Li, Q. Zhang, Q. Zhang, and X.-G. Xia, “Motion Compensation for Airborne SAR via Parametric Sparse Representation,” IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 1, pp. 551-562, Jan. 2017. 
18. R. Zhang, G. Li, and Y. D. Zhang, “Micro-Doppler Interference Removal via Histogram Analysis in Time-Frequency Domain”, IEEE Transactions on Aerospace and Electronic Systems, vol. 52, no. 2, pp. 755-768, Apr. 2016. 
19. G. Li, T. Wimalajeewa, and P. K. Varshney, “Decentralized and Collaborative Subspace Pursuit: A Communication-Efficient Algorithm for Joint Sparsity Pattern Recovery with Sensor Networks,” IEEE Transactions on Signal Processing, vol. 64, no. 3, pp. 556-566, Feb. 2016. 
20. H. Shi, H. Zhang, G. Li, and X. Wang, “Stable Embedding of Grassmann Manifold via Gaussian Random matrices,” IEEE Transactions on Information Theory, vol. 61, no. 5, pp. 2924 – 2941, May 2015. 
21. G. Li and R. J. Burkholder, “Hybrid Matching Pursuit for Distributed Through-Wall Radar Imaging,” IEEE Transactions on Antennas and Propagation, vol. 63, no. 4, pp. 1701-1711, Apr. 2015. 
22. G. Li and P. K. Varshney, “Micro-Doppler Parameter Estimation via Parametric Sparse Representation and Pruned Orthogonal Matching Pursuit,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, no. 12, pp. 4937-4948, Dec. 2014. 
23. W. Rao, G. Li, X. Wang, and X.-G. Xia, "Parametric Sparse Representation Method for ISAR Imaging of Rotating Targets," IEEE Transactions on Aerospace and Electronic Systems, vol.50, no. 2, pp. 910-919, Apr. 2014. 
24. C. Zheng, G. Li, and X. Wang, “Combination of weighted L2,1 minimization with unitary transformation for DOA estimation,” Signal Processing, vol. 93, no. 12, pp. 3430-3434, Dec. 2013. 
25. W. Rao, G. Li, X. Wang, and X.-G. Xia, “Adaptive Sparse Recovery by Parametric Weighted L1 Minimization for ISAR Imaging of Uniformly Rotating Targets,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 6, no. 2, pp. 942–952, Apr. 2013.
26. G. Li, H. Zhang, X. Wang, and X.-G. Xia, "ISAR 2-D imaging of uniformly rotating targets via matching pursuit," IEEE Transactions on Aerospace and Electronic Systems, vol. 48, no. 2, pp. 1838-1846, Apr. 2012.
27. G. Li, X.-G. Xia, J. Xu and Y.-N. Peng, "A velocity estimation algorithm of moving targets using single antenna SAR," IEEE Transactions on Aerospace and Electronic Systems, vol.45, no.3, pp. 1052-1062, Jul.2009.
28. J. Xu, G. Li, Y.-N. Peng, X.-G. Xia, and Y. Wang, "Parametric velocity synthetic aperture radar: multilook processing and its applications," IEEE Transactions on Geoscience and Remote Sensing, vol. 46, no. 11, pp. 3488-3502, Nov. 2008.
29. G. Li, X.-G. Xia and Y.-N. Peng, "Doppler Keystone Transform: an approach suitable for parallel implementation of SAR moving target imaging," IEEE Geoscience and Remote Sensing Letters, vol. 5, no. 4, pp. 573-577, Oct. 2008.
30. J. Xu, G. Li, Y.-N. Peng, X.-G. Xia, and Y. Wang, "Parametric velocity synthetic aperture radar: signal modeling and optimal methods," IEEE Transactions on Geoscience and Remote Sensing, vol. 46, no. 9, pp. 2463-2480, Sep. 2008.
31. G. Li, J. Xu, Y.-N. Peng, and X.-G. Xia, "Location and imaging of moving targets using nonuniform linear antenna array SAR," IEEE Transactions on Aerospace and Electronic Systems, vol. 43, no. 3, pp. 1214-1220, Jul. 2007.
32. G. Li, J. Xu, Y.-N. Peng, and X.-G. Xia, "An efficient implementation of a robust phase unwrapping algorithm," IEEE Signal Processing Letters, vol. 14, no. 6, pp. 393-396, Jun. 2007.
33. G. Li, J. Xu, Y.-N. Peng, and X.-G. Xia, "A low-complexity estimator for incoherently distributed sources with narrow or wide spread angles," Signal Processing, vol. 87, no. 5, pp. 1058-1065, May 2007.
34. G. Li, J. Xu, Y.-N. Peng, and X.-G. Xia, "Moving target location and imaging using dual-speed velocity SAR," IET Radar, Sonar & Navigation, vol. 1, no. 2, pp: 158-163, Apr. 2007.
35. G. Li, J. Xu, Y.-N. Peng, and X.-G. Xia, "Bistatic linear antenna array SAR for moving target detection, location and imaging with two passive airborne radars," IEEE Transactions on Geoscience and Remote Sensing, vol. 45, no. 3, pp. 554-565, Mar. 2007.