Interval Observers for Secure Estimation in Cyber-Physical Systems

Kwassi H. Degue, Denis Efimov, Jerome Le Ny, Eric Feron

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Scopus citations

Abstract

Stealthy attacks on the sensors and actuators embedded in cyber-physical systems could hinder the safe operation of these systems if the state estimators monitoring them cannot detect such attacks in time. In this paper, we study stealthy attacks in the framework of interval observers. We consider two classes of attacks: when a malicious agent compromises the sensors and when it is able to alter the system's actuators. For each type of attack, we design a dedicated interval observer for the system's state and we construct bounds for the attack signal. We investigate the ability of such interval observer to provide accurate estimates when the system is under the attack. Numerical simulations for a lateral model of an aircraft illustrate the capabilities of the synthesized observers.
Original languageEnglish (US)
Title of host publicationProceedings of the IEEE Conference on Decision and Control
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages4559-4564
Number of pages6
ISBN (Print)9781538613955
DOIs
StatePublished - Jan 18 2019
Externally publishedYes

Fingerprint Dive into the research topics of 'Interval Observers for Secure Estimation in Cyber-Physical Systems'. Together they form a unique fingerprint.

Cite this