Dr. Xue Jiang

Associate Professor
Department of Electronic Engineering
Shanghai Jiao Tong University, Shanghai, China

Contact

1-415 SEIEE, 800 Dongchuan Rd.
Shanghai Jiao Tong University
Tel: +86 21-34204198
Email: xuejiang at sjtu dot edu dot cn

Research Interests

My research interests mainly lie in statistical signal processing. Specific areas of interest include robust beamforming, array processing, estimation theory, sparse and low-rank learning, matrix/tensor completion, phase retrieval, and their applications to remote sensing, communications and data science. I am also interested in mathematical optimization and robust statistics.

Education

Ph.D., McMaster University, Canada

Working Experience

2017~Present    Shanghai Jiao Tong University, Associate Professor
2016~2017   Shanghai Jiao Tong University, Assistant Professor
2015~2016   Arizona State University, USA, Postdoc
2014~2015   McMaster University, Canada, Postdoc

Professional Activities

Invited Talks

  • Robust Minimum Dispersion Beamforming, presented at Signal Processing Group, Technische Universität Darmstadt, Darmstadt, Germany, July 2018.
  • Robust Matrix Completion and Its Applications, presented at Huawei Technical Forum, Shanghai, China, September 2016.

Selected Publications

(Please also see the full list of publications.)

  1. Xue Jiang, J. Chen, H. C. So, and X. Liu, “Large-scale robust beamforming via L_infty-minimization,” IEEE Transactions on Signal Processing, vol. 66, no. 14, pp. 3824-3837, July 2018. [PDF]

  2. Xue Jiang, H. C. So, A. Yasotharan, W. Zeng, and T. Kirubarajan, “Iterative constrained least squares for robust constant modulus beamforming," IEEE Transactions on Aerospace and Electronic Systems, vol. 53, no. 6, pp. 2671-2689, December 2017. [PDF]

  3. Xue Jiang, Z. Zhong, X. Liu, and H. C. So, “Robust matrix completion via alternating projection,” IEEE Signal Processing Letters, vol. 24, no. 5, pp. 579-583, May 2017. [PDF]

  4. Xue Jiang, S. Rajan, and X. Liu, “Wirtinger flow method with optimal stepsize for phase retrieval,” IEEE Signal Processing Letters, vol. 23, no. 11, pp. 1627-1631, November 2016. [PDF]

  5. Xue Jiang, W. Zeng, H. C. So, A. M. Zoubir, and T. Kirubarajan, “Beamforming via nonconvex linear regression,” IEEE Transactions on Signal Processing, vol. 64, no. 7, pp. 1714-1728, April 2016. [PDF]

  6. Xue Jiang, W. Zeng, H. C. So, S. Rajan, and T. Kirubarajan, “Robust matched filtering in Lp-space,” IEEE Transactions on Signal Processing, vol. 63, no. 23, pp. 6184-6199, December 2015. (Ranked 8th Among the Top 25 Popular Articles of IEEE Transactions on Signal Processing in November 2015) [PDF]

  7. Xue Jiang, W. Zeng, A. Yasotharan, H. C. So, and T. Kirubarajan, “Quadratically constrained minimum dispersion beamforming via gradient projection,” IEEE Transactions on Signal Processing, vol. 63, no. 1, pp. 192-205, January 2015. [PDF]

  8. Xue Jiang, W. Zeng, A. Yasotharan, H. C. So, and T. Kirubarajan, “Robust beamforming by linear programming,” IEEE Transactions on Signal Processing, vol. 62, no. 7, pp. 1834-1849, April 2014. (Ranked 3rd Among the Top 25 Popular Articles of IEEE Transactions on Signal Processing in March 2014) [PDF]

  9. Xue Jiang, W. Zeng, A. Yasotharan, H. C. So, and T. Kirubarajan, “Minimum dispersion beamforming for non-Gaussian signals,” IEEE Transactions on Signal Processing, vol. 62, no. 7, pp. 1879-1893, April 2014. (Ranked 13th Among the Top 25 Popular Articles of IEEE Transactions on Signal Processing in March 2014) [PDF]

  10. Xue Jiang, A. Yasotharan, and T. Kirubarajan, “Robust beamforming with sidelobe suppression for impulsive signals,” IEEE Signal Processing Letters, vol. 22, no. 3, pp. 346-350, March 2015 [PDF]

  11. Xue Jiang, K. Harishan, R. Tharmarasa, T. Kirubarajan, and T. Thayaparan, “Integrated track initialization and maintenance in heavy clutter using probabilistic data association,” Signal Processing, vol. 94, no. 1, pp. 241-250, January 2014. [PDF]

  12. Xue Jiang, T. Kirubarajan, and W. Zeng, “Robust sparse channel estimation and equalization in impulsive noise using linear programming,” Signal Processing, vol. 93, issue 5, pp. 1095-1105, May 2013. [PDF]

  13. Xue Jiang, W. Zeng, and X. Li, “Time-delay and Doppler scale estimation for wideband acoustic signals in multipath environments,” Journal of the Acoustical Society of America, vol. 130, no. 2, pp. 850-857, August 2011. [PDF]

  14. L. Tao, Xue Jiang, Z. Li, X. Liu, and Z. Zhou, “Multiscale incremental dictionary learning with label constraint for SAR object recognition,” Accepted by IEEE Geoscience and Remote Sensing Letters. [PDF]

Teaching

Current Term (2018-19 First Term)

  • EE325 Digital Signal Processing [Slides]

Previous Terms

  • EE325 Digital Signal Processing (2016-17 First Term, 2017-18 First Term)
  • EE384 Microwave Remote Sensing Techniques (2017-18 Second Term)
  • ECE706 Digital Signal Processing (2014-15 Second Term at McMaster)

Group Members

Ph.D. Students

Ce Zheng
( 2015 - )
Lei Tao
( 2016 - )
Lin Chen
( 2017 - )

Master's Students

Yin Long
( 2017 - )
Xinhui Wang
( 2017 - )
Yan Liu
( 2018 - )
Zhongming Luo
( 2018 - )
Yue Zhou
( 2018 - )

Undergraduate Students

  • Che Chen
  • Jingxiang Yu
  • Wenhao Chen
  • Mengxue Hu
  • Zhaoyu Li



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