Residential College | false |
Status | 已發表Published |
Further study on the parameter convergence of fuzzy models in nonlinear system identifications | |
Wan F.2; Sun Y.-X.1 | |
2007 | |
Source Publication | Zidonghua Xuebao/Acta Automatica Sinica |
ISSN | 02544156 |
Volume | 33Issue:1Pages:109-112 |
Abstract | This paper investigates the persistent excitation conditions under which the parameters in the fuzzy system model converge to their true values when the standard Mamdani type fuzzy system is constructed and the orthogonal projection parameter-tuning algorithm is used for nonlinear system identification. Algorithms are proposed accordingly for generating the input signals with persistent excitation property for the identifications of nonlinear moving average (N-MA) and second-order nonlinear auto-regressive moving average (N-ARMA) systems. |
Keyword | Fuzzy System Model Nonlinear System Identification Parameter Convergence Persistently Exciting Input Signal Design |
DOI | 10.1360/aas-007-0109 |
URL | View the original |
Language | 英語English |
Scopus ID | 2-s2.0-33947494604 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING |
Corresponding Author | Wan F. |
Affiliation | 1.Zhejiang University 2.Universidade de Macau |
First Author Affilication | University of Macau |
Corresponding Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Wan F.,Sun Y.-X.. Further study on the parameter convergence of fuzzy models in nonlinear system identifications[J]. Zidonghua Xuebao/Acta Automatica Sinica, 2007, 33(1), 109-112. |
APA | Wan F.., & Sun Y.-X. (2007). Further study on the parameter convergence of fuzzy models in nonlinear system identifications. Zidonghua Xuebao/Acta Automatica Sinica, 33(1), 109-112. |
MLA | Wan F.,et al."Further study on the parameter convergence of fuzzy models in nonlinear system identifications".Zidonghua Xuebao/Acta Automatica Sinica 33.1(2007):109-112. |
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