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Identifying MIMO Hammerstein systems in the Context of Subspace Model Identification Methods
- Source :
- IFAC-PapersOnLine; June-July 1996, Vol. 29 Issue: 1 p4092-4097, 6p
- Publication Year :
- 1996
-
Abstract
- In this paper, we outline the extension of the MOESP (standing for Multivariable Output Error State sPace model identification and introduced in [1].) family of subspace model identification schemes to Hammerstein type of non-linear systems. One type of identification problem is considered. This type addresses the identification of both the linear dynamic part and the static nonlinearity, where only limited a priori information regarding the structure of the nonlinearity is available. Another (c) type of Hammerstein identification problem, considered in [2], assumes the (polynomial) structure of the static non-linearity to be given and the task here is to identify similarly the linear system dynamics and the unknown proportional constants in the parametrization of the static non-linearity. The improved robustness properties of the algorithms developed in this paper over existing correlation based schemes is illustrated in [2].
Details
- Language :
- English
- ISSN :
- 24058963
- Volume :
- 29
- Issue :
- 1
- Database :
- Supplemental Index
- Journal :
- IFAC-PapersOnLine
- Publication Type :
- Periodical
- Accession number :
- ejs42718308
- Full Text :
- https://doi.org/10.1016/S1474-6670(17)58321-4