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Avtomatika i Telemekhanika, 2016, Issue 2, Pages 5–49
(Mi at14386)
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This article is cited in 182 scientific papers (total in 182 papers)
Topical issue
Design of interval observers for uncertain dynamical systems
D. Efimovab, T. Raïssic a ITMO University, St. Petersburg, Russia
b l'Institut National de Recherche en Informatique et en Automatique (INRIA), Lille, France
c Centre for Research in Computer Science and Telecommunications (CNAM), Paris, France
Abstract:
Interval state observers provide an estimate on the set of admissible values of the state vector at each instant of time. Ideally, the size of the evaluated set is proportional to the model uncertainty, thus interval observers generate the state estimates with estimation error bounds, similarly to Kalman filters, but in the deterministic framework. Main tools and techniques for design of interval observers are reviewed in this tutorial for continuous-time, discrete-time and time-delayed systems.
Citation:
D. Efimov, T. Raïssi, “Design of interval observers for uncertain dynamical systems”, Avtomat. i Telemekh., 2016, no. 2, 5–49; Autom. Remote Control, 77:2 (2016), 191–225
Linking options:
https://www.mathnet.ru/eng/at14386 https://www.mathnet.ru/eng/at/y2016/i2/p5
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