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Communication Dans Un Congrès Année : 2004

Identification of switching systems using change detection technique in the subspace framework

Gilles Mourot
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Komi Gasso
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José Ragot

Résumé

The paper describes an identification technique of switching system. The considered system is represented as a weighted sum of local models. To estimate the switching times, a change detection technique is applied. It provides the weights associated to the local models. TheMarkov parameters of these models are identified by a subspace method. This calculation can yield similar local models which are merged. The procedure of parameter identification an models merging is repeated until convergence. The performance of the approach is investigated on a simulation example.
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Dates et versions

hal-00976444 , version 1 (09-04-2014)

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  • HAL Id : hal-00976444 , version 1

Citer

Komi Midzodzi Pekpe, Gilles Mourot, Komi Gasso, José Ragot. Identification of switching systems using change detection technique in the subspace framework. 43rd IEEE Conference on Decision and Control, CDC 2004, Dec 2004, Atlantis, United States. pp.CDROM. ⟨hal-00976444⟩
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