Distributed Secure State Estimation and Control for CPSs under Sensor Attacks

  • Wei AO*
  • , Yongduan SONG
  • , Changyun WEN
  • *Corresponding author for this work

Research output: Journal PublicationsJournal Article (refereed)peer-review

99 Citations (Scopus)

Abstract

In this paper, we investigate the distributed secure state estimation and control problems for interconnected cyber-physical systems (CPSs) with some sensors being attacked. First, by exploring the distinct properties of the unidentifiable attacks to a CPS, an explicit sufficient condition that the secure state estimation problem can be solvable is established. Then distributed preselectors and observers are presented to solve the secure state estimation problems. Furthermore, with the obtained state estimation, fractional dynamic surface-based distributed secure controllers are also proposed for the secure control problem. Theoretical analysis shows that, with the proposed distributed secure observers and controllers, not only the state of the CPS under attacks can be obtained in a given finite time but also the dynamic surface can be achieved and maintained in a finite time. Finally, the results are applied to an islanded micro-grid system as an illustration, which verifies the effectiveness of the proposed schemes.
Original languageEnglish
Article number8580572
Pages (from-to)259-269
Number of pages11
JournalIEEE Transactions on Cybernetics
Volume50
Issue number1
Early online date18 Dec 2018
DOIs
Publication statusPublished - Jan 2020
Externally publishedYes

Bibliographical note

This paper was recommended by Associate Editor Y. Shi.
Publisher Copyright:
© 2019 IEEE.

Funding

This work was supported in part by the National Natural Science Foundation of China under Grant 61773081 and Grant 61860206008, and in part by the Technology Transformation Program of Chongqing Higher Education University under Grant KJZH17102.

Keywords

  • Cyber-physical system (CPS)
  • distributed secure control
  • secure state estimation
  • sensor attacks

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