Samenvatting
Identification of SISO N-L-N Hammerstein-Wiener model is studied. First the model structure is motivated and disturbance model is discussed. Then the work is concentrated on parameter estimation. The original model is approximated using a simpler structure in which error is bilinear-in-parameters so that a relaxation scheme can be used. The relaxation algorithm will determine the input nonlinearity, a high order ARX linear model and the inverse of output nonlinearity. The original model is then obtained by order reduction on the linear model and by calculating the output nonlinearity from its inverse Simulation studies will be used to illustrate the method.
| Originele taal-2 | Engels |
|---|---|
| Titel | Proceedings of the 15th Triennial World Congress of the International Federation of Automatic Control (IFAC202), 21-26 June 2002, Barcelona, Spain |
| Aantal pagina's | 6 |
| Status | Gepubliceerd - 1 jan 2002 |
| Evenement | 15th World Congress of the International Federation of Automatic Control, 2002 - Barcelona, Spanje Duur: 21 jul 2002 → 26 jul 2002 Congresnummer: 15 |
Congres
| Congres | 15th World Congress of the International Federation of Automatic Control, 2002 |
|---|---|
| Verkorte titel | IFAC 2002 |
| Land | Spanje |
| Stad | Barcelona |
| Periode | 21/07/02 → 26/07/02 |
| Ander | IFAC 15th Triennial World Congress, Barcelona, Spain |
Vingerafdruk
Citeer dit
Zhu, Y. (2002). Estimation of an N-L-N Hammerstein-Wiener model. In Proceedings of the 15th Triennial World Congress of the International Federation of Automatic Control (IFAC202), 21-26 June 2002, Barcelona, Spain [2070]