Brief paper: On the recursive identification of multi-input, multi-output systems

Authors:
A. Gauthier;I. D. Landau
Affiliations:
Centre d'Etudes et Recherches C.E.M. 93, Le Bourget, France. This work was done when the author was with Laboratoire d'Automatique de Grenoble and Direction des Recherches ALSTHOM, Grenoble, Franc ...;Laboratoire d'Automatique de Grenoble, Institut National Polytechnique de Grenoble, B.P. 15, 38040 Grenoble CEDEX France
Venue:
Automatica (Journal of IFAC)
Year:
1978

Citing 2
Cited 3

Canonical structures in the identification of multivariable systems

Automatica (Journal of IFAC)
Brief paper: An approach to multivariable system identification

Automatica (Journal of IFAC)

On-line structure selection for multivariable state-space models

Automatica (Journal of IFAC)
Brief paper: Optimal instrumental-variable methods for identification of multivariable linear systems

Automatica (Journal of IFAC)
Hierarchical gradient-based identification of multivariable discrete-time systems

Automatica (Journal of IFAC)

Quantified Score

Hi-index	22.15

Visualization

Abstract

After pointing out the disadvantages of the commonly used methods for recursive identification of multi-input, multi-output systems, the paper discusses the recursive identification of multi-input, multi-output systems, using a normalized input-output description in terms of polynomial matrices straightforwardly related to a canonical state space realization. The identification procedure involves two steps: (1) identification of a set of invariant indices, (2) parameteric identification. The results which can be obtained with various techniques are evaluated comparatively on a simulation example and on a real plant, a distillation column from Naphtachimie.