Menu:

Nonlinear Identification


Journal Publications

  1. N. Kalouptsidis, "Block shift invariance and efficient system identification algorithms", North Holland, G. Golub and P. Vanderwalle, eds. 1992.

  2. P. Koukoulas and N. Kalouptsidis, "Nonlinear System Identification Using Gaussian Inputs", IEEE Trans. on Signal Processing, vol. 43, no. 8, pp. 1831-1841, Aug. 1995

  3. Glentis, P. Koukoulas and N. Kalouptsidis, "Efficient Algorithms for Volterra System Identification", IEEE Transactions on Signal Processing, Vol. 47, No. 11, pp. 3042-3057, November 1999.

  4. P. Koukoulas and N. Kalouptsidis, "Second-Order Volterra System Identification", IEEE Transactions on Signal Processing, Vol. 48, No. 12, pp. 3574-3577, December 2000.

  5. V. Tsoulkas, P. Koukoulas and N. Kalouptsidis, "Identification of Input Output Bilinear Systems Using Cumulants", IEEE Transactions on Signal Processing, Vol. 49, No. 11, pp. 2753-2761, November 2001.

  6. P. Koukoulas, V. Tsoulkas and N. Kalouptsidis, "A Cumulant Based Algorithm for the Identification of Input Output Quadratic Systems", Automatica, Vol. 38, pp. 391-407, March 2002.

  7. George Gatt, Nicholas Kalouptsidis, "Identification of discrete-time state affine state space models using cumulants", Automatica, Vol. 38, pp. 1663-1681, October 2002.

  8. P. Koukoulas and N. Kalouptsidis, "Blind Identification of Second Order Hammerstein Series", Signal Processing vol 83, pp 213-234, 2003.

  9. N. Kalouptsidis, P. Koukoulas and V. J. Mathews, "Blind Identification of Bilinear Systems", IEEE Transactions on Signal Processing, February 2003.

  10. N. Kalouptsidis and P. Koukoulas, "Blind Identification of Volterra - Hammerstein Systems", IEEE Transactions on Signal Processing, pp. 2777-2787, no. 8,vol. 53, August 2005.

  11. D. Kotoulas, P. Koukoulas and N. Kalouptsidis, "Subspace Projection Based Blind Channel Order Estimation Of MIMO Systems", IEEE Transactions on Signal Processing, Vol. 54, No. 4, pp. 1351-1363, April 2006.

  12. G. Mileounis, P. Koukoulas, N. Kalouptsidis, "Input-output identification of nonlinear channels using PSK, QAM and OFDM inputs", Signal Process., vol. 89, no. 7, pp. 1359-1369, Jul. 2009.

  13. G. Mileounis, N. Kalouptsidis, "Blind Identification of Second order Volterra Systems with Complex Random Inputs using Higher Order Cumulants", IEEE Trans. on Signal Processing, vol. 57, No. 10, pp. 4129-4135, Oct. 2009.

  14. G. Mileounis, N. Kalouptsidis, P. Koukoulas, "Blind Identification of Hammerstein channels using QAM, PSK and OFDM inputs", IEEE Trans. on Communications, vol. 57, no. 12, pp. 3653-3661, Dec. 2009.


Conference Publications

  1. G. Glentis and N. Kalouptsidis, "Efficient algorithms for second order polynomial system identification", EUSIPCO Conf., Brussels, 1992.

  2. P. Koukoulas and N. Kalouptsidis, "Volterra System Identification Using Higher Order Statistics", ATHOS Workshop, pp. 11-15, London, U.K, May 1993.

  3. P. Koukoulas and N. Kalouptsidis, "Nonlinear System Identification Using IID and/or Gaussian Inputs", ATHOS Workshop, pp. 115-122, Sophia Antipolis, France, Sep. 1993.

  4. P. Koukoulas and N. Kalouptsidis, "Mean Square Nonlinear System Identification with Gaussian Inputs", 10th IFAC Symposium on System Identification, SYSID'94, Jul. 1994, Copenhagen.

  5. N. Kalouptsidis, G. Glentis and P. Koukoulas, "Efficient Algorithms for Parametric Volterra System Identification", EUSIPCO'94, Sep. 1994, Edinbourgh, pp. 212-215.

  6. P. Koukoulas, J. Malliaros and N. Kalouptsidis, "Efficient Algorithms for Parametric Volterra System Identification Using Cross-Cumulants", ATHOS Workshop, Sep. 1994, Edinbourgh.

  7. P. Koukoulas and N. Kalouptsidis, "On Blind Identification of Quadratic Systems", EUSIPCO '96, Trieste, Italy, pp. 1929-1932, 1996.

  8. P. Koukoulas and N. Kalouptsidis, "Second Order Volterra System Identification", 8th IEEE on Signal Processing Workshop (SSAP'96), Corfu, Greece, pp. 383-386, 1996.

  9. P. Koukoulas and N. Kalouptsidis, "Third Order Volterra System Identification", ICASSP '97, Munich, Germany, 1997

  10. V. Tsoulkas, P. Koukoulas and N. Kalouptsidis, "Identification of Input Output Bilinear Systems Using Cumulants", 6th IEEE International Conference on Electronics, Circuits and Systems, ICECS'99, pp. 1105-1108, Pafos, Cyprus, 5-8 September 1999.

  11. P. Koukoulas, V. Tsoulkas, G. Gatt and N. Kalouptsidis, "Identification of Discrete - Time Volterra Series Using Higher Order Statistics", Preprints of the first Nonlinear Control Network (NCN) Pedagogical School, pp. 149-201, Athens, Greece, 6-10 September 1999.

  12. P. Koukoulas and N. Kalouptsidis, "Blind Identification of Second Order Hammerstein Series", EUSIPCO - 2000, pp.2485-2488, Tampere, Finland, 4-8 September 2000.

  13. P. Koukoulas, V. Tsoulkas and N. Kalouptsidis, "A Cumulant Based Algorithm for the Identification of Input Output Quadratic Systems", EUSIPCO - 2000, pp. 1265-1268, Tampere, Finland, 4-8 September 2000.

  14. N. Kalouptsidis, P. Koukoulas and V. J. Mathews, "Blind Identification of Bilinear Systems", ICASSP 2001, Vol. VI, pp. 3501-3504, Salt Lake City, Utah, USA, 7-11 May 2001.

  15. N. Kalouptsidis and P. Koukoulas, "A Blind Identification Algorithm for a Class of Polynomial Systems", IEEE - EURASIP Workshop on Nonlinear Signal and Image Processing NSIP-03, Grado, Italy, 8-11 June 2003.

  16. D. Kotoulas, P. Koukoulas and N. Kalouptsidis, "Eigenstructure Based Blind Channel Order Determination and Kernel Estimation for MIMO Systems", IEEE Workshop on Statistical Signal Processing SSP'03, St. Louis, Missouri, USA, 28 September - 1 October 2003.

  17. N. Kalouptsidis and P. Koukoulas, "Blind Identification of Volterra - Hammerstein Systems", IEEE Workshop on Statistical Signal Processing SSP'03, St. Louis, Missouri, USA, 28 September - 1 October 2003.

  18. K. Kontosis, P. Angelikopoulos, P. Koukoulas, N. Kalouptsidis and I. Emiris, "Symbolic Computations in Volterra System Identification", ICASSP 2006, Toulouse, France, 14-19 May 2006.

  19. D. Kotoulas, P. Koukoulas, and N. Kalouptsidis, "Subspace based blind identification and equalization of linear FIR MIMO systems and FIR SIMO Volterra systems", in EUSIPCO, 2007.

  20. G. Mileounis, P. Koukoulas and N. Kalouptsidis, "Input-Output identification of nonlinear channels using PSK, QAM and OFDM inputs", in IEEE Proc. ICASSP Conf., pp. 3589-3592, Apr. 2008.

  21. G. Mileounis, N. Kalouptsidis and P. Koukoulas, "Blind identification of Hammerstein channels with QAM, PSK and OFDM inputs", in IEEE Proc. SAM Workshop, pp. 160-164, Jul. 2008.