Identification of input output bilinear systems using cumulants

Proceedings of the IEEE International Conference on Electronics, Circuits, and Systems

Volumn 2, Issue , 1999, Pages 1105-1108

  Tsoulkas, V ^a   Koukoulas, P ^a   Kalouptsidis, N ^a  

^a UNIVERSITY OF ATHENS   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRONICS INDUSTRY;

ALGORITHMIC PROCEDURE; BILINEAR SYSTEM; CROSS-CUMULANT; DIRECT COMPUTATIONS; GAUSSIAN INPUTS; INPUT-OUTPUT; MODEL PARAMETERS; THIRD ORDER;

DISCRETE TIME CONTROL SYSTEMS;

EID: 68949105281     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICECS.1999.813427     Document Type: Conference Paper

References (12)

1. S. A. Billings, "Identification of Nonlinear Systems-A Survey", IEE Proc, vol.127, part D, no.6, pp.272-285, Nov. 1980.
2. R. K. Pearson, B. A. Ogunnaike and F. J. Doyle III, "Identification of structurally Constrained Second-Order Volterra Models", IEEE Trans. on Signal Processing, vol.44, no.11, Nov. 1996.
3. P. Koukoulas and N. Kalouptsidis, "Nonlinear System Identification using Gaussian Inputs", IEEE Trans, on Signal Processing, vol.SP-43, pp.1831-1841, Aug. 1995.
4. J. M. Mendel, "Tutorial on Higher-Order S-tatistics(Spectra) Signal Processing and System Theory: Theoretical Results and Some Applications", Proc. of the IEEE, vol.79, no.3, March 1991.
5. V. Tsoulkas, P. Koukoulas and N. Kalouptsidis, "Identification of Input Output Bilinear Systems using Cumulants", under submission in IEEE Trans, on Signal Processing.
6. S.A.O. Sesay and T. Subba Rao, "Difference equations for higher order moments and cumulants for the bilinear time series model BL(p, 0, p, 1). Journal of the time series analu-sis, 1991.
7. P. Koukoulas, Ph.d thesis, University of Athens, GR, Feb.l998.
8. V.P. Leonov and A. N. Shiryaev, "On a Method of Calculation of Semi-Invariants", Theory Prob. AppL, vol. 4, pp. 319-329, 1959.
9. P. Koukoulas and N. Kalouptsidis, "Second Order Volterra System Identification", 8th IEEE SP Workshop SSAP, Corfu, Greece, pp. 383-386, 1996.
10. N. Kalouptsidis, Signal Processing Systems, Theory and Design, John Wiley and Son-s, Inc., N.Y., 1997
11. P.Z. Marmarelis and V.Z. Marmarelis, Analysis of Physiological Systems-The White Noise Approach, Plenum Press, New York, 1978.
12. M. Schetzen, The Volterra and Wiener Theories of Nonlinear Systems, Wiley, New York, 1980