Resilient control of cyber-physical systems under sensor and actuator attacks driven by adaptive sliding mode observer

被引:20
作者
Nateghi, Shamila [1 ]
Shtessel, Yuri [1 ]
Edwards, Christopher [2 ]
机构
[1] Univ Alabama, Dept Elect Engn, Huntsville, AL 35899 USA
[2] Univ Exeter, CEMPS, Struct & Dynam Res Grp, Exeter, Devon, England
关键词
cyber-physical systems; electric power networks; sliding mode observer; RECONSTRUCTION; STATE;
D O I
10.1002/rnc.5694
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The problem of resilient control of linear cyber-physical systems with cyber-attacked sensor measurements and actuator commands is studied in this article. Online reconstruction of unknown cyber-attacks is accomplished by an adaptive sliding mode observer with a novel injection term in the form of a dynamically extended equivalent control. Then, the attacked/corrupted sensor's measurements and the actuators are proposed to be cleaned up using the reconstructed attacks. The performance of the system prior to the attacks is shown to be retained after a transient response required for the attack reconstruction/estimation. The efficacy of the proposed algorithms is validated on an electrical power network.
引用
收藏
页码:7425 / 7443
页数:19
相关论文
共 33 条
[1]   Goals and Challenges in Cyber-Physical Systems Research Editorial of the Editor in Chief [J].
Antsaklis, Panos .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2014, 59 (12) :3117-3119
[2]   Adaptive cyber-physical system attack detection and reconstruction with application to power systems [J].
Ao, Wei ;
Song, Yongdong ;
Wen, Changyun .
IET CONTROL THEORY AND APPLICATIONS, 2016, 10 (12) :1458-1468
[3]  
Cardenas Alvaro A., 2008, 2008 28th International Conference on Distributed Computing Systems Workshops (ICDCS Workshops), P495, DOI 10.1109/ICDCS.Workshops.2008.40
[4]  
Cardenas A. A., 2008, P 3 C HOT TOP SEC SA, P1
[5]  
Conti Juan Pablo, 2010, Engineering & Technology, V5, P46, DOI 10.1049/et.2010.0410
[6]   Robust detection and reconstruction of state and sensor attacks for cyber-physical systems using sliding modes [J].
Corradini, Maria Letizia ;
Cristofaro, Andrea .
IET CONTROL THEORY AND APPLICATIONS, 2017, 11 (11) :1756-1766
[7]  
Dán G, 2010, INT CONF SMART GRID, P214, DOI 10.1109/SMARTGRID.2010.5622046
[8]   POLE ASSIGNMENT IN LINEAR-MULTIVARIABLE SYSTEMS USING OUTPUT FEEDBACK [J].
DAVISON, EJ ;
WANG, SH .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1975, 20 (04) :516-518
[9]   Covert Attacks in Cyber-Physical Control Systems [J].
de Sa, Alan Oliveira ;
Rust da Costa Carmo, Luiz F. ;
Machado, Raphael C. S. .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2017, 13 (04) :1641-1651
[10]   A systems and control perspective of CPS security [J].
Dibaji, Seyed Mehran ;
Pirani, Mohammad ;
Flamholz, David Bezalel ;
Annaswamy, Anuradha M. ;
Johansson, Karl Henrik ;
Chakrabortty, Aranya .
ANNUAL REVIEWS IN CONTROL, 2019, 47 :394-411