电子工程系

Department of Electronic Engineering


博士,长聘副教授,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

 

奖励与荣誉

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. 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.
2. 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.
3. W. Zhang and G. Li, “Detection of Multiple Micro-Drones via Cadence Velocity Diagram Analysis”, Electronics Letters, vol. 54, no. 7, pp. 441 –443, April 2018. (selected as Feature Article)
4. 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.
5. 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. 
6. Y. Liu, J. Liu, G. Li, L. Qi, Y. Li, and Y. He, “Centralized Multi-sensor Square Root Cubature Joint Probabilistic Data Association,” Sensors, 2017, 17(11), 2546; doi:10.3390/s17112546. 
7. Y. Chen, G. Li, Q. Zhang, and J. Sun, “Refocusing of Moving Targets in SAR images via Parametric Sparse Representation,” Remote Sensing, 2017, 9(8), 795; doi:10.3390/rs9080795. 
8. 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. 
9. L. Yang, G. Chen, and G. Li, “Classification of Personnel Targets with Baggage Using Dual-band Radar,” Remote Sensing, 2017, 9(6), 594; doi: 10.3390/rs9060594. 
10. G. Chen, G. Li, and J. Zhang, “Tensor Compressed Video Sensing Reconstruction by Combination of Fractional-Order Total Variation and Sparsifying Transform,” Signal Processing: Image Communication, vol. 55, pp. 146-156, July 2017. 
11. 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. 
12. 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. 
13. 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. 
14. 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. 
15. Y. Zhang, J. Sun, P. Lei, G. Li, and W. Hong, “High-Resolution SAR based Ground Moving Target Imaging with Defocused ROI Data,” IEEE Transactions on Geoscience and Remote Sensing, vol. 54, no. 2, pp. 1062-1073, Feb. 2016. 
16. 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. 
17. 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. 
18. 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. 
19. 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. 
20. W. Rao, G. Li, X. Wang, and X.-G. Xia, “Comparison of Parametric Sparse Recovery Methods for ISAR Image Formation,” Science China - Information Sciences, vol. 57, no. 2, doi: 10.1007/s11432-013-4859-9, Feb. 2014 
21. 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. 
22. 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.
23. C. Zheng, G. Li, X.-G. Xia, and X. Wang, “Weighted L2,1 minimization for high resolution range profile with stepped frequency radar,” Electronics Letters, vol. 48, no. 18, pp. 1155 – 1156, Aug. 2012. 
24. C. Hu, Y. Liu, G. Li, and X. Wang, "Improved FOCUSS Method for Reconstruction of Cluster Structured Sparse Signals in Radar Imaging", Science China - Information Sciences, vol. 55, no. 8, pp. 1776-1788, Aug. 2012.
25. C. Zheng, G. Li, Y. Liu and X. Wang, "Subspace Weighted L2,1 Minimization for Sparse Signal Recovery," EURASIP Journal on Advances in Signal Processing, doi:10.1186/1687-6180-2012-98, 2012. 
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, H. Zhang, X. Wang, and X.-G. Xia, "An efficient implementation of iterative adaptive approach for source localization," EURASIP Journal on Advances in Signal Processing, doi:10.1186/1687-6180-2012-7, 2012. 
28. Y. Liu, H. Meng, G. Li, and X. Wang, “Velocity estimation and range shift compensation for high range resolution profiling in stepped-frequency radar,” IEEE Geoscience and Remote Sensing Letters, vol. 7, no.4, pp. 791-795, Oct. 2010. 
29. 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.
30. 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.
31. 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.
32. 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.
33. Y. Liu, H. Meng, G. Li, X. Wang, "Range-velocity estimation of multiple targets in randomised stepped-frequency radar," Electronics Letters, vol. 44, no. 17, pp. 1032-1034, Aug. 2008.
34. G. Li, H. Meng, X.-G. Xia, and Y.-N. Peng, "Range and velocity estimation of moving targets using multiple stepped-frequency pulse trains," Sensors, vol. 8, pp. 1343-1350, Feb. 2008.
35. 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.
36. 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.
37. 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.
38. 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.
39. 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.