State Estimation Using Non-uniform and Delayed Information: A Review

The study and application of methods for incorporating nonuniform and delayed information in state estimation techniques are important topics to advance in soft sensor development.Therefore, this paper presents a review of these methods and proposes a taxonomy that allows a faster selection of state...

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Bibliographic Details
Published in:International journal of automation and computing 2018-04, Vol.15 (2), p.125-141
Main Authors: Isaza, Jhon A., Botero, Hector A., Alvarez, Hernan
Format: Article
Language:English
Subjects:
CAE) and Design
Computer Applications
Computer-Aided Engineering (CAD
Control
Engineering
Mechatronics
Review
Robotics
State estimation
Taxonomy
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Summary:The study and application of methods for incorporating nonuniform and delayed information in state estimation techniques are important topics to advance in soft sensor development.Therefore, this paper presents a review of these methods and proposes a taxonomy that allows a faster selection of state estimator in this type of applications. The classification is performed according to the type of estimator, method, and used tool. Finally, using the proposed taxonomy, some applications reported in the literature are described.
ISSN:1476-8186
1751-8520
DOI:10.1007/s11633-017-1106-7