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Secure estimation for cyber-physical systems under adversarial actuator attacks.

Authors :
Chun-Hua Xie
Guang-Hong Yang
Source :
IET Control Theory & Applications (Wiley-Blackwell). 2017, Vol. 11 Issue 17, p2939-2946. 8p.
Publication Year :
2017

Abstract

Almost all of the available literature on secure state estimation focus on sensor attacks. Unlike the existing results, this study investigates the attack-resilient state estimation problem for continuous-time linear systems with sparse actuator attacks and process noises. It is assumed that, the attacker has limited resources and can only manipulate a certain number of actuators. Specifically, a novel switched observer is proposed with milder design conditions which are derived in terms of linear matrix (in)equalities. It is shown that, the observer not only provides an attack-resilient state estimation, but also guarantees that the resulting observer error system is with noise attenuation level which can be optimised. Finally, a simulation example of a linearised reduced-order aircraft system is provided to show the effectiveness of the proposed approach. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
17518644
Volume :
11
Issue :
17
Database :
Academic Search Index
Journal :
IET Control Theory & Applications (Wiley-Blackwell)
Publication Type :
Academic Journal
Accession number :
126250675
Full Text :
https://doi.org/10.1049/iet-cta.2017.0561