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Original Articles

Identification of MIMO non-linear systems using a forward-regression orthogonal estimator

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Pages 2157-2189 | Received 24 Jun 1988, Published online: 01 Apr 2008

References

  • Billings , S. A. 1986 , Introduction to nonlinear systems analysis and identification . Signal Processing for Control , edited by K. Godfrey and P. Jones ( New York : Springer-Verlag ), pp. 261 – 294 .
  • Billings , S. A. and Chen , S. 1988 . Identification of non-linear rational systems using a prediction-error estimation algorithm . International Journal of Systems Science , 20 : 467 – 494 .
  • Billings , S. A. Chen , S. and Backhouse , R. J. 1988a , The identification of linear and nonlinear models of a turbocharged automotive diesel engine . Mechanical Systems and Signal Processing, to be published .
  • Billings , S. A. and Fadzil , M. B. 1985 , The practical identification of systems with nonlinearities . Proc. 7th IFAC Symp. on Identification and System Parameter Estimation, York, U.K. , pp. 155 – 160 .
  • Billings , S. A. , Fadzil , M. B. , Sulley , J. and Johnson , P. M. 1988b . Identification of a nonlinear difference equation model of an industrial diesel generator . Mechanical Systems and Signal Processing , 2 : 59 – 76 .
  • Billings , S. A. , Korenberg , M. J. and Chen , S. 1988c . Identification of non-linear output-affine systems using an orthogonal least-squares algorithm . International Journal of Systems Science , 19 : 1559 – 1568 .
  • Billings , S. A. and Voon , W. S. F. 1986a , Correlation based model validity tests for non-linear models . International Journal of Control , 44 , 235 – 244 ; 1986b, A prediction-error and stepwise-regression estimation algorithm for non-linear systems. Ibid., 44, 803–822 .
  • Bohlin , T. 1978 . Maximum-power validation of models without higher-order fitting . Auto-matica , 14 : 137 – 146 .
  • Chen , S. Billings , S. A. and Luo , W. 1989 , Orthogonal least squares methods and their application to non-linear system identification . International Journal of Control , to be published .
  • Jenkins , G. M. and Watts , D. G. 1969 . Spectral Analysis and Its Applications , San Francisco : Holden-Day .
  • Korenberg , M. J. , Billings , S. A. , Liu , Y. P. and McIlroy , P. J. 1988 . Orthogonal parameter estimation algorithm for non-linear stochastic systems . International Journal of Control , 48 : 193 – 210 .
  • Leontaritis , I. J. and Billings , S. A. 1985 , Input-output parametric models for non-linear systems, Part I: deterministic non-linear systems; Part II: stochastic non-linear systems.International Journal of Control, 41, 303–344; 1987, Model selection and validation methods for non-linear systems. Ibid., 45, 311–341 .

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