Identification of non-linear output-affine systems using an orthogonal least-squares algorithm

International Journal of Systems Science

Volumn 19, Issue 8, 1988, Pages 1559-1568

  Billings, S A ^a   Korenberg, M J ^b   Chen, S ^a  

^a UNIVERSITY OF SHEFFIELD   (United Kingdom)

^b QUEEN S UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER PROGRAMMING - ALGORITHMS; MATHEMATICAL TECHNIQUES - DIFFERENCE EQUATIONS; COMPUTER SCIENCE; SYSTEMS SCIENCE;

MODEL EXPANSION; ORTHOGONAL LEAST-SQUARES ALGORITHM; OUTPUT-AFFINE SYSTEMS; PARAMETER ESTIMATION;

CONTROL SYSTEMS, NONLINEAR; DIFFERENCE EQUATIONS;

AFFINE SYSTEMS; MODEL EXPANSION; NON LINEAR; ORTHOGONAL LEAST SQUARES ALGORITHM; ORTHOGONAL PROPERTY; PARAMETER ESTIMATE;

EID: 0024067409     PISSN: 00207721     EISSN: 14645319     Source Type: Journal    
DOI: 10.1080/00207728808964057     Document Type: Article

References (9)

1. Billings, S. A., and Voon, W. S. F., 1984, Int. J. Systems Sci., 15, 601;
2. Billings, S. A., and Voon, W. S. F 1986, Int. J. Control, 44, 803.
3. Cyrot-Normand, D., and Dang Van Mien, H., 1980, Nonlinear state-affine identification methods: applications to electrical power plants. I FAC Symp. on Automatic Control in Power Generation. Distribution and Protection, Preprints, Pretoria, South Africa, pp. 449-462.
4. Goodwin, G. C., and Payne, R. L., 1977, Dynamic System Identification: Experiment Design and Data Analysis (New York: Academic Press).
5. Korenberg, M. J., 1985, Orthogonal identification of nonlinear difference equation models. Midwest Symp. on Circuits and Systems, Louisville, U.S.A.
6. Korenberg, M. J., Billings, S. A., and Liu, Y. P., 1988, Int. J. Control, 48, 193.
7. Leontaritis, I. J., and Billings, S. A., 1985, Int. J. Control, 41, 303.
8. Smillie, K. W., 1966, An Introduction to Regression and Correlation (New York: Academic Press).
9. Sontag, E. D., 1979, Polynomial Response Maps. Lecture Notes in Control and Information Sciences, Vol. 13, (Berlin: Springer-Verlag).