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
  • [31] Fault detection and isolation for a quadrotor via unknown input observer
    Bai, Hui
    Wang, Hong-Yu
    Shao, Shi-Huang
    Zhongguo Guanxing Jishu Xuebao/Journal of Chinese Inertial Technology, 2013, 21 (01): : 125 - 130
  • [32] Unknown Input Reconstruction via Interval Observer and State and Unknown Input Compensation Feedback Controller Designs
    Zhu, Fanglai
    Zhang, Wei
    Zhang, Jiancheng
    Guo, Shenghui
    INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2021, 19 (01) : 145 - 157
  • [33] Unknown Input Reconstruction via Interval Observer and State and Unknown Input Compensation Feedback Controller Designs
    Fanglai Zhu
    Wei Zhang
    Jiancheng Zhang
    Shenghui Guo
    International Journal of Control, Automation and Systems, 2021, 19 : 145 - 157
  • [34] Unknown input reconstruction: A comparison of system inversion and sliding mode observer based techniques
    Zhang, Mei
    Li, Ze-tao
    Cabassud, Michel
    Dahhou, Boutaieb
    PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, : 7172 - 7177
  • [35] Robust Unknown Input Reconstruction Observer for Hierarchical Parameter Estimation of Synchronous Generator and Brushless Excitation System
    Arastou, Alireza
    Rabieyan, Hadi
    Baghaee, Hamid Reza
    Karrari, Mehdi
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2023, 19 (10) : 10204 - 10213
  • [36] Vehicle lateral dynamics estimation using unknown input observer
    El Youssfi, Naoufal
    Oudghiri, Mohammed
    El Bachtiri, Rachid
    SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING IN DATA SCIENCES (ICDS2018), 2019, 148 : 502 - 511
  • [37] A new robust observer approach for unknown input and state estimation
    Popescu, Andrei
    Besancon, Gildas
    Voda, Alina
    2018 EUROPEAN CONTROL CONFERENCE (ECC), 2018, : 1607 - 1612
  • [38] Component failure estimation with Unknown Input Observer: a physical approach
    Gahlouz, I.
    Tarasov, E.
    Sueur, C.
    Bouamama, B. Ould
    2014 IEEE CONFERENCE ON CONTROL APPLICATIONS (CCA), 2014, : 390 - 396
  • [39] Control-based Observer for Unknown Input Disturbance Estimation in Magnetic Levitation Process
    Popescu, Andrei
    Besancon, Gildas
    Voda, Alina
    2017 21ST INTERNATIONAL CONFERENCE ON SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 2017, : 571 - 576
  • [40] Intermittent Fault Estimation for Satellite Attitude Control Systems Based on the Unknown Input Observer
    Wen, Xin
    Zhu, Yaping
    2016 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2016, : 4789 - 4794