• Professor, Electrical & Computer Engineering
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Erchin Serpedin

Educational Background

  • Ph.D., Electrical Engineering, University of Virginia – 1999
  • M.S., Electrical Engineering (DSP and Telecommunications), Georgia Institute of Technology
  • D.E.E., Polytechnic Institute of Bucharest

Research Interests

    • Signal Processing for wireless communications
    • Machine learning
    • Artificial Intelligence
    • Smart Power Grids
    • Bioinformatics and genomics
    • Cybersecurity

Awards & Honors

  • IEEE ICC 2019 Best Paper Award
  • IEEE Signal Processing Magazine Best Column Award (2018)
  • Globecom 2014 - Global Communications Conference - Best Paper Award
  • IEEE Fellow (2013)
  • TEES Fellow (2005)
  • Outstanding Faculty Award (2004)
  • NSF Career Award (2001)

Selected Publications

  • S. Park, E. Serpedin, and K. Qaraqe, "On the equivalence between Stein identity and de Bruijn identity,'' IEEE Trans. On Information Theory, vol. 58, no. 12, pp. 7045 - 7067, Dec. 2012.
  • S. Ekin, M. Abdallah, E. Serpedin, and K. Qaraqe, "Random Access and Scheduling in Spectrum Sharing OFDM-Based Wireless Networks,'' IEEE Trans. On Signal Processing, vol. 60, no. 9, pp. 4758 - 4774, Sept. 2012
  • A. Ahmad, D. Zenarro, E. Serpedin, and L. Vangelista, "A factor graph approach to clock offset estimation in wireless sensor networks,'' IEEE Trans. on Information Theory, vol. 58, no. 7, July 2012.
  • A. Noor, E. Serpedin, H. Nounou and M. Nounou, "Inferring gene regulatory networks via nonlinear state-space models and exploiting sparsity,'' IEEE/ACM Trans. on Computational Biology and Bioinformatics, vol. 9, no. 4, 2012.
  • W. Zhao, E. Serpedin and E. Dougherty, "Inferring gene regulatory networks from time series data using the minimum description length principle," Bioinformatics, Oxford, Sept. 2006: 22: 2129-2135.
  • G. B. Giannakis and E. Serpedin, "Linear Multichannel Blind Equalizers of Nonlinear FIR Volterra Channels,'' IEEE Transactions on Signal Processing, vol. 45, no. 1, pp. 67-81, January 1997.
  • E. Serpedin and G. B. Giannakis, "Blind Channel Identification and Equalization with Modulation Induced Cyclostationarity'', IEEE Transactions on Signal Processing, vol. 46, no. 7, pp. 1930-1944, July 1998.
  • G. B. Giannakis and E. Serpedin, "Blind Identification of ARMA Channels with Periodically Modulated Inputs,'' IEEE Transactions on Signal Processing, vol. 46, no. 11, pp. 3099-3104, Nov. 1998.
  • E. Serpedin and G. B. Giannakis, "A Simple Proof of a Known Channel Identifiability Result,'' IEEE Transactions on Signal Processing, vol. 47, no. 2, Feb. 1999.
  • A. Chevreuil, E. Serpedin, P. Loubaton, and G. B. Giannakis, "Blind Channel Identification and Equalization Using Non-Redundant Periodic Modulation Precoders: Performance Analysis,'' IEEE Transactions on Signal Processing, vol. 48, no. 6, June 2000
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