Distributed secure state estimation and control for CPSs under sensor attacks
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...
Saved in:
Main Authors: | , , |
---|---|
Other Authors: | |
Format: | Article |
Language: | English |
Published: |
2021
|
Subjects: | |
Online Access: | https://hdl.handle.net/10356/154228 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Nanyang Technological University |
Language: | English |
id |
sg-ntu-dr.10356-154228 |
---|---|
record_format |
dspace |
spelling |
sg-ntu-dr.10356-1542282021-12-31T13:42:42Z Distributed secure state estimation and control for CPSs under sensor attacks Ao, Wei Song, Yongduan Wen, Changyun School of Electrical and Electronic Engineering Engineering::Electrical and electronic engineering Cyber-Physical System (CPS) Distributed Secure Control 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. 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. This paper was recommended by Associate Editor Y. Shi. 2021-12-16T04:02:52Z 2021-12-16T04:02:52Z 2020 Journal Article Ao, W., Song, Y. & Wen, C. (2020). Distributed secure state estimation and control for CPSs under sensor attacks. IEEE Transactions On Cybernetics, 50(1), 259-269. https://dx.doi.org/10.1109/TCYB.2018.2868781 2168-2267 https://hdl.handle.net/10356/154228 10.1109/TCYB.2018.2868781 30575552 2-s2.0-85058891854 1 50 259 269 en IEEE Transactions on Cybernetics © 2018 IEEE. All rights reserved. |
institution |
Nanyang Technological University |
building |
NTU Library |
continent |
Asia |
country |
Singapore Singapore |
content_provider |
NTU Library |
collection |
DR-NTU |
language |
English |
topic |
Engineering::Electrical and electronic engineering Cyber-Physical System (CPS) Distributed Secure Control |
spellingShingle |
Engineering::Electrical and electronic engineering Cyber-Physical System (CPS) Distributed Secure Control Ao, Wei Song, Yongduan Wen, Changyun Distributed secure state estimation and control for CPSs under sensor attacks |
description |
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. |
author2 |
School of Electrical and Electronic Engineering |
author_facet |
School of Electrical and Electronic Engineering Ao, Wei Song, Yongduan Wen, Changyun |
format |
Article |
author |
Ao, Wei Song, Yongduan Wen, Changyun |
author_sort |
Ao, Wei |
title |
Distributed secure state estimation and control for CPSs under sensor attacks |
title_short |
Distributed secure state estimation and control for CPSs under sensor attacks |
title_full |
Distributed secure state estimation and control for CPSs under sensor attacks |
title_fullStr |
Distributed secure state estimation and control for CPSs under sensor attacks |
title_full_unstemmed |
Distributed secure state estimation and control for CPSs under sensor attacks |
title_sort |
distributed secure state estimation and control for cpss under sensor attacks |
publishDate |
2021 |
url |
https://hdl.handle.net/10356/154228 |
_version_ |
1722355302729252864 |