| dc.creator | Araya, Juan Francisco | |
| dc.creator | Cipriano, Aldo | |
| dc.date | 2004-06-26 | |
| dc.date | 2022-04-29T13:55:50Z | |
| dc.date.accessioned | 2023-07-15T06:25:30Z | |
| dc.date.available | 2023-07-15T06:25:30Z | |
| dc.identifier | http://sedici.unlp.edu.ar/handle/10915/135310 | |
| dc.identifier | https://publicaciones.sadio.org.ar/index.php/EJS/article/view/102 | |
| dc.identifier | issn:1514-6774 | |
| dc.identifier.uri | https://repositorioslatinoamericanos.uchile.cl/handle/2250/7476613 | |
| dc.description | In this paper, a parameter estimation problem for a Takagi-Sugeno fuzzy dynamic system is formulated under the assumption that the premises in the membership functions are known. A linear expression in consequent parameters is obtained under this assumption. If the system is time-varying, the parameters can be determined by recursive estimation techniques. As an alternate approach, the use of multi-resolution wavelets is proposed. Furthermore, a parameter estimation toolbox for fuzzy dynamic models is developed which is then applied to a simple example and to the Mackey-Glass chaotic time series. | |
| dc.description | Sociedad Argentina de Informática e Investigación Operativa | |
| dc.format | application/pdf | |
| dc.format | 21-33 | |
| dc.language | en | |
| dc.rights | http://creativecommons.org/licenses/by/4.0/ | |
| dc.rights | Creative Commons Attribution 4.0 International (CC BY 4.0) | |
| dc.subject | Ciencias Informáticas | |
| dc.subject | Wavelets y fractales | |
| dc.subject | Takagi-Sugeno Models | |
| dc.subject | Fuzzy Models | |
| dc.subject | Time-Varying Systems | |
| dc.subject | Parameter Estimation | |
| dc.title | Parameter estimation in nonlinear time-varying systems through Takagi-Sugeno fuzzy models and wavelets | |
| dc.type | Articulo | |
| dc.type | Articulo | |
