受攻击信息物理系统的分布式安全状态估计与控制 - 一种有限时间方法 = Distributed secure state estimation and control for CPSs under sensor attacks - a finite time approach

研究具有非线性耦合特性信息物理系统 (Cyber physical systems, CPS) 在被攻击情况下的分布式有限时间状态安全估计和控制问题. 首先, 提出一种由分布式安全测量预选器和有限时间观测器组成的分布式有限时间状态安全估计策略, 可确保系统的状态在预设的有限时间之内被准确估计出来. 然后, 利用获得的安全状态估计, 借助反步设计方法, 建立一套分布式有限时间安全控制算法. 理论分析表明, 该方法可以保证系统能在有限时间内实现对给定信号的跟踪. 最后, 通过微电网系统仿真验证了所提方法的有效性. This paper investigates the problem of dis...

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Main Authors: 敖伟 Ao Wei, 宋永端 Song Yong-Duan, 温长云 Wen Chang-Yun
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2019
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Online Access:https://hdl.handle.net/10356/90037
http://hdl.handle.net/10220/49357
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-900372020-03-07T14:02:38Z 受攻击信息物理系统的分布式安全状态估计与控制 - 一种有限时间方法 = Distributed secure state estimation and control for CPSs under sensor attacks - a finite time approach 敖伟 Ao Wei 宋永端 Song Yong-Duan 温长云 Wen Chang-Yun School of Electrical and Electronic Engineering 受攻击信息物理系统 Engineering::Electrical and electronic engineering 分布式状态安全估计 研究具有非线性耦合特性信息物理系统 (Cyber physical systems, CPS) 在被攻击情况下的分布式有限时间状态安全估计和控制问题. 首先, 提出一种由分布式安全测量预选器和有限时间观测器组成的分布式有限时间状态安全估计策略, 可确保系统的状态在预设的有限时间之内被准确估计出来. 然后, 利用获得的安全状态估计, 借助反步设计方法, 建立一套分布式有限时间安全控制算法. 理论分析表明, 该方法可以保证系统能在有限时间内实现对给定信号的跟踪. 最后, 通过微电网系统仿真验证了所提方法的有效性. This paper investigates the problem of distributed secure state estimation and control for nonlinearly coupled interconnected cyber physical systems (CPS) under sensor attacks. Distributed schemes consisting of pre-selectors and observers are presented to solve the secure state estimation problem. Then, with the obtained state estimation and following the backstepping design procedure, distributed secure control algorithms are derived. Theoretical analysis shows that, with the proposed distributed secure observers and controllers, not only the state estimation of the CPS under attacks is obtained in a given finite time, but also the state tracking is ensured in a finite time. Finally, the developed algorithms are applied to an islanded micro-grid system as an illustration, verifying the effectiveness of the proposed method Published version 2019-07-16T03:29:55Z 2019-12-06T17:39:16Z 2019-07-16T03:29:55Z 2019-12-06T17:39:16Z 2019 Journal Article Ao, W., Song, Y.-D., & Wen, C.-Y. (2019). 受攻击信息物理系统的分布式安全状态估计与控制 - 一种有限时间方法 = Distributed secure state estimation and control for CPSs under sensor attacks - a finite time approach. 自动化学报 Acta Automatica Sinica, 45(1), 174-184. doi:10.16383/j.aas.c180385 1874-1029 https://hdl.handle.net/10356/90037 http://hdl.handle.net/10220/49357 10.16383/j.aas.c180385 en 自动化学报 Acta Automatica Sinica © 2019 The Chinese Association of Automation and the Institute of Automation, Chinese Academy of Sciences. All rights reserved. This paper was published in Acta Automatica Sinica and is made available with permission of The Chinese Association of Automation and the Institute of Automation, Chinese Academy of Sciences. 11 p. application/pdf
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic 受攻击信息物理系统
Engineering::Electrical and electronic engineering
分布式状态安全估计
spellingShingle 受攻击信息物理系统
Engineering::Electrical and electronic engineering
分布式状态安全估计
敖伟 Ao Wei
宋永端 Song Yong-Duan
温长云 Wen Chang-Yun
受攻击信息物理系统的分布式安全状态估计与控制 - 一种有限时间方法 = Distributed secure state estimation and control for CPSs under sensor attacks - a finite time approach
description 研究具有非线性耦合特性信息物理系统 (Cyber physical systems, CPS) 在被攻击情况下的分布式有限时间状态安全估计和控制问题. 首先, 提出一种由分布式安全测量预选器和有限时间观测器组成的分布式有限时间状态安全估计策略, 可确保系统的状态在预设的有限时间之内被准确估计出来. 然后, 利用获得的安全状态估计, 借助反步设计方法, 建立一套分布式有限时间安全控制算法. 理论分析表明, 该方法可以保证系统能在有限时间内实现对给定信号的跟踪. 最后, 通过微电网系统仿真验证了所提方法的有效性. This paper investigates the problem of distributed secure state estimation and control for nonlinearly coupled interconnected cyber physical systems (CPS) under sensor attacks. Distributed schemes consisting of pre-selectors and observers are presented to solve the secure state estimation problem. Then, with the obtained state estimation and following the backstepping design procedure, distributed secure control algorithms are derived. Theoretical analysis shows that, with the proposed distributed secure observers and controllers, not only the state estimation of the CPS under attacks is obtained in a given finite time, but also the state tracking is ensured in a finite time. Finally, the developed algorithms are applied to an islanded micro-grid system as an illustration, verifying the effectiveness of the proposed method
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
敖伟 Ao Wei
宋永端 Song Yong-Duan
温长云 Wen Chang-Yun
format Article
author 敖伟 Ao Wei
宋永端 Song Yong-Duan
温长云 Wen Chang-Yun
author_sort 敖伟 Ao Wei
title 受攻击信息物理系统的分布式安全状态估计与控制 - 一种有限时间方法 = Distributed secure state estimation and control for CPSs under sensor attacks - a finite time approach
title_short 受攻击信息物理系统的分布式安全状态估计与控制 - 一种有限时间方法 = Distributed secure state estimation and control for CPSs under sensor attacks - a finite time approach
title_full 受攻击信息物理系统的分布式安全状态估计与控制 - 一种有限时间方法 = Distributed secure state estimation and control for CPSs under sensor attacks - a finite time approach
title_fullStr 受攻击信息物理系统的分布式安全状态估计与控制 - 一种有限时间方法 = Distributed secure state estimation and control for CPSs under sensor attacks - a finite time approach
title_full_unstemmed 受攻击信息物理系统的分布式安全状态估计与控制 - 一种有限时间方法 = Distributed secure state estimation and control for CPSs under sensor attacks - a finite time approach
title_sort 受攻击信息物理系统的分布式安全状态估计与控制 - 一种有限时间方法 = distributed secure state estimation and control for cpss under sensor attacks - a finite time approach
publishDate 2019
url https://hdl.handle.net/10356/90037
http://hdl.handle.net/10220/49357
_version_ 1681034777319178240