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Details for article 6 of 9 found articles
| Title: |
Identifying MIMO Hammerstein systems in the context of subspace model identification methods |
| Author: |
Verhaegen, Michel Westwick, David |
| Appeared in: |
International journal of control |
| Paging: | Volume 63 (1996) nr. 2 pages 331-349 |
| Year: |
1996-01-01 |
| Contents: |
In this paper, we outline the extension of the MOESP family of subspace model identification schemes to the Hammerstein-type of nonlinear system. Two types of identification problem are considered. The first type assumes the (polynomial) structure of the static nonlinearity to be given and the task is to identify both the linear system dynamics and the unknown proportional constants in the para-metrization of the static nonlinearity. The second 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. The improved robustness properties of the algorithms developed for this second type of Hammerstein identification problem over existing correlation-based schemes is illustrated by a numerical example. |
| Publisher: |
Taylor & Francis |
| Source file: |
Elektronische Wetenschappelijke Tijdschriften |
Details for article 6 of 9 found articles
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