Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications
Online ISSN : 2188-4749
Print ISSN : 2188-4730
The 44th ISCIE International Symposium on Stochastic Systems Theory and Its Applications (Nov. 2012, Tokyo)
The Use of Inequality Constraints on Unknown Parameters as Pseudomeasurement in System Identification
AKIRA OHSUMIKENTARO KAMEYAMA
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2013 Volume 2013 Pages 113-119

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Abstract
An approach is proposed to identify unknown system parameters which are known a priori to be constrained by their own upper and lower bounds. The inequality constraints are incorporated in the original observation data as pseudomeasurement. The identification is performed within the Kalman filtering framework. Several numerical experiments are provided.
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© 2013 ISCIE Symposium on Stochastic Systems Theory and Its Applications
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