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Multirate Sampled-Data Observer Design Based on a Continuous-Time Design.

Authors :
Ling, Chen
Kravaris, Costas
Source :
IEEE Transactions on Automatic Control. Dec2019, Vol. 64 Issue 12, p5265-5272. 8p.
Publication Year :
2019

Abstract

A multirate sampled-data observer for nonlinear systems under asynchronous sampling is developed in this paper. The proposed multirate observer is based on a continuous-time design coupled with intersample output predictors for the sampled measurements. The sampled-data system with the multirate observer forms a hybrid system and it is shown that the error dynamics of the overall system is input-to-output stable with respect to measurement errors, by applying the Karafyllis–Jiang vector small-gain theorem. This sampled-data design also offers robustness with respect to perturbations in the sampling schedule. The proposed method is evaluated through linear systems and a nonlinear batch reactor example. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00189286
Volume :
64
Issue :
12
Database :
Academic Search Index
Journal :
IEEE Transactions on Automatic Control
Publication Type :
Periodical
Accession number :
140253417
Full Text :
https://doi.org/10.1109/TAC.2019.2929295