Secure Estimation, Attack Isolation, and Reconstruction Based on Zonotopic Unknown Input Observer

被引:3
|
作者
Liu, Hao [1 ]
Li, Yuzhe [2 ]
Han, Qing-Long [3 ]
Raissi, Tarek [4 ]
Chai, Tianyou [2 ]
机构
[1] Hubei Univ Sci & Technol, Sch Automat, Xianning 437100, Peoples R China
[2] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110004, Peoples R China
[3] Swinburne Univ Technol, Sch Sci Comp & Engn Technol, Melbourne, Vic 3122, Australia
[4] Conservatoire Natl Arts & Metiers CNAM, Cedric Lab, F-75141 Paris, France
关键词
Cyber-physical systems (CPSs); false-data-injection (FDI) attacks; set-membership estimation; unknown input observer (UIO); CYBER-PHYSICAL SYSTEMS; NETWORKED CONTROL-SYSTEMS; DATA INJECTION ATTACKS; ROBUST FAULT-DETECTION; STATE ESTIMATION; LINEAR-SYSTEMS; SENSOR ATTACKS;
D O I
10.1109/TAC.2023.3275965
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, the issues of secure estimation, attack reconstruction, and isolation are addressed for cyber-physical systems in the presence of malicious attacks. It is assumed that disturbances and noises are unknown-but-bounded. Based on different rank constraints, both zonotopic completely unknown input observer and zonotopic partially unknown input observer are designed to estimate system states. Then, malicious attacks are reconstructed and isolated based on the proposed zonotopic observers. By utilizing switching technique, the corresponding feedback controllers are designed, which can guarantee that the closed-loop system is stable. Finally, numerical simulations are provided to illustrate the validity of the presented approach.
引用
收藏
页码:7312 / 7325
页数:14
相关论文
共 50 条
  • [1] Unknown Input Observer Based Fault Class Isolation and Estimation
    Wang Zhi
    PROCEEDINGS OF THE 29TH CHINESE CONTROL CONFERENCE, 2010, : 3963 - 3968
  • [2] Unknown input observer based chaotic secure communication
    Chen, Maoyin
    Min, Wang
    PHYSICS LETTERS A, 2008, 372 (10) : 1595 - 1600
  • [3] Cyber Attack Detection and Isolation for Smart Grids via Unknown Input Observer
    Li, Yating
    Li, Jianjin
    Luo, Xiaoyuan
    Wang, Xinyu
    Guan, Xinping
    2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 6207 - 6212
  • [4] Zonotopic Unknown Input Observer of Discrete-time Descriptor Systems for State Estimation and Robust Fault Detection
    Wang, Ye
    Puig, Vicenc
    Xu, Feng
    Cembrano, Gabriela
    IFAC PAPERSONLINE, 2018, 51 (24): : 307 - 313
  • [5] Secure State Estimation Based on Unknown Input Filtering
    Hsieh, Chien-Shu
    2023 EUROPEAN CONTROL CONFERENCE, ECC, 2023,
  • [6] An Unknown Input Multi-Observer Approach for Estimation, Attack Isolation, and Control of LTI Systems under Actuator Attacks
    Yang, Tianci
    Murguia, Carlos
    Kuijper, Margreta
    Nesic, Dragan
    2019 18TH EUROPEAN CONTROL CONFERENCE (ECC), 2019, : 4350 - 4355
  • [7] State estimation and simultaneous unknown input and measurement noise reconstruction based on adaptive H∞ observer
    Xiaohang Li
    Fanglai Zhu
    Jian Zhang
    International Journal of Control, Automation and Systems, 2016, 14 : 647 - 654
  • [8] Observer-based state estimation and unknown input reconstruction for nonlinear complex dynamical systems
    Yang, Junqi
    Zhu, Fanglai
    Yu, Kaijiang
    Bu, Xuhui
    COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION, 2015, 20 (03) : 927 - 939
  • [9] State Estimation and Simultaneous Unknown Input and Measurement Noise Reconstruction based on Adaptive H∞ Observer
    Li, Xiaohang
    Zhu, Fanglai
    Zhang, Jian
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2016, 14 (03) : 647 - 654
  • [10] Nonlinear Integral Type Observer Design for State Estimation and Unknown Input Reconstruction
    Peng, Chao-Chung
    APPLIED SCIENCES-BASEL, 2017, 7 (01):