Correlation based model validity tests for non-linear models

International Journal of Control

Volumn 44, Issue 1, 1986, Pages 235-244

  Blllings, S A ^a   Voon, W S F ^a  

^a UNIVERSITY OF SHEFFIELD   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION BASED MODEL; ESTIMATED MODEL; VALIDITY TESTS;

CONTROL SYSTEMS, NONLINEAR;

EID: 0022752513     PISSN: 00207179     EISSN: 13665820     Source Type: Journal    
DOI: 10.1080/00207178608933593     Document Type: Article

References (9)

1. BILLINGS, S. A., 1980, Proc. Instn elect. Engrs, PI. D, 127,272.
2. BILLINGS, S. A., and FAOZIL, M. B., 1985, The practical identification of systems with nonlinearities. 7th IFAC Symp. on Identification and Parameter Estimation, York, pp. 155-160.
3. BILLINGS, S. A., and FAKHOURI, S. Y., 1982, Automalica, 18, 15.
4. BILLINGS, S. A., and VOON, W. S. E, 1983, Proc. Instn elect. Engrs, PI. D, 130, 193; 1984, Int. J. Systems Sci., 15, 601; 1986, A prediction error and stepwise regression algorithm for nonlinear systems. Int. J. Control, to be published.
5. BOOM VAN DEN, A. I. W., and ENDEN VAN DEN, A. W. M., 1975, The determination of the order of process and noise dynamics. 3rd IFAC Symp. 0/1 Identification and System Parameter Estimation, pp. 929-938.
6. Box, G. E. P., and JENKINS, G. M., 1976, Time Series Analysis (San Francisco: Holden-Day).
7. GORING, B., and UNBEHAUEN, H., 1973, Application of different statistical tests for the determination of the most accurate order of the model in parameter estimation. 3rd IFAC Symp. on Identification and System Parameter Estimation, pp. 917-928.
8. HABER, R., 1985, Nonlinearity tests for dynamic processes. 7th IFAC Symp. on Identification and System Parameter Estimation, pp. 409-414.
9. LEONTARITIS, I. J., and BILLINGS, S. A., 1985, Int. J. Control, 41, 303-344.