Suhyuk Kwon

Suhyuk Kwon (Seokbeop Kwon)
권수혁 (권석법)

Information System Laboratory
Dept. of Electrical and Computer Engineering
Seoul National University

1152-1 Bldg. 301, Seoul National University,
1 Gwanak-ro, Gwanak-gu, Seoul, 151-744, Korea
Email: shkwon99@snu.ac.kr


Education

Ph.D. in Computer and Radio Communications Engineering (Korea University, Sept. 1. 2010 - August 24. 2014)

M.S. in Computer and Radio Communications Engineering (Korea University, March 1. 2008 - Feb. 24. 2010)

B.S. in Computer Science and Engineering (Korea University, March 1. 1999 - Feb. 24. 2007)


Research

My research interests include sparse approximation, wireless communications, signal processing and machine learning. Recently, my research focuses on recovery algorithms for compressive sensing. The relevant mathematics include probability theory, applied linear algebra, convex optimization, and information theory.

Publications

Journals

  1. J. Lee, S. Kwon, J. Choi, and B. Shim, "Greedy Sparse Signal Recovery with Tree Pruning," submitted to IEEE Transactions on Signal Processing.
  2. J. Wang, S. Kwon, P. Li, and B. Shim, "Recovery of sparse signals via generalized orthogonal matching pursuit: A new analysis," submitted to IEEE Transactions on Signal Processing.
  3. B. Shim, S. Kwon, and B. Song, "Sparse Detection with Integer Constraint Using Multipath Matching Pursuit," IEEE Communications Letters, vol. 18 no. 10, pp. 1851-1854, Oct., 2014.. doi:10.1109/LCOMM.2014.2354392
  4. S. Kwon, J. Wang, and B. Shim, "Multipath Matching Pursuit," IEEE Transactions on Information Theory, vol. 60 no. 5, pp. 2986-3001, May, 2014. doi:10.1109/TIT.2014.2310482
  5. J. Wang, S. Kwon, and B. Shim, "Generalized Orthogonal Matching Pursuit," IEEE Transactions on Signal Processing, vol. 60, no. 12, pp. 6202–6216, Dec. 2012. doi:10.1109/TSP.2012.2218810
  6. J. Wang, S. Kwon, and B. Shim, "Near optimal bound of orthogonal matching pursuit using restricted isometric constant," EURASIP Journal on Advances in Signal Processing, no. 1, pp. 8, Jan., 2012. doi:10.1186/1687-6180-2012-8

Conferences

  1. J. Lee, S. Kwon, and B. Shim, "Matching pursuit with a tree pruning," Proc. of IEEE international symposium on information theory (ISIT), 2014. doi:10.1109/ISIT.2014.6875153
  2. S. Kwon, J. Wang, and B. Shim, "Sparse signal recovery via multipath matching pursuit," Proc. of IEEE international symposium on information theory (ISIT), 2013. doi:10.1109/ISIT.2013.6620347