Bayesian model selection for ARX models and its application to structural health monitoring.

A Bayesian framework for model order selection of auto-regressive exogenous (ARX) models is developed and applied to actual earthquake response data obtained by the structural health monitoring system of a high-rise building. The model orders of ARX models are selected appropriately by the Bayesian...

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Bibliographic Details

Published in:	Earthquake engineering & structural dynamics. 39, 15 (2010).
Main Author:	Saito, Tomoo
Format:	Article
Language:	English
Subjects:	Bayesian model class selection. ARX model. Structural health monitoring. Earthquake response. System identification. Modal parameters.