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A gain modification form for Kalman filtering under state inequality constraints

✍ Scribed by V. Sircoulomb; G. Hoblos; H. Chafouk


Publisher
John Wiley and Sons
Year
2010
Tongue
English
Weight
761 KB
Volume
24
Category
Article
ISSN
0890-6327

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✦ Synopsis


Abstract

This paper presents a method for dealing with Kalman filtering under particular classes of nonlinear state model and state inequality constraints. This method is based on a modification of the optimal Kalman gain in order to enforce the state constraints if necessary. The proposed method is applied to a nonlinear hydraulic system in order to highlight the efficiency of this method. Copyright © 2010 John Wiley & Sons, Ltd.