Adaptive control for nonlinear cyber-physical systems in the presence of actuator attacks

被引:1
作者
Haddad, Wassim M. [1 ]
Venkat, Dhruva [1 ]
Yucelen, Tansel [2 ]
Whorton, Mark S. [3 ]
机构
[1] Georgia Inst Technol, Sch Aerosp Engn, Atlanta, GA 30332 USA
[2] Univ S Florida, Dept Mech Engn, Tampa, FL 33620 USA
[3] Georgia Tech Res Inst, Atlanta, GA 30318 USA
关键词
Cyber-physical systems; Nonlinear systems; Adaptive control; Actuator attacks; Uniform ultimate boundedness; Partial stability; ROBUSTNESS;
D O I
10.1016/j.nonrwa.2024.104302
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, we consider time-varying multiplicative and additive actuator attacks for nonlinear cyber-physical systems and present an adaptive control architecture to suppress the effect of these attacks. The control architecture consists of a nominal controller and an adaptive corrective block that is used to modify the output of the nominal controller in the presence of the actuator attacks. It is shown that the closed-loop system remains uniformly ultimately bounded in the face of time-varying multiplicative and additive actuator attacks avoiding the need for a separate attack detection unit. In the case when the attacks are constant our adaptive control architecture guarantees partial asymptotic stability of the closed-loop system. Simulation results corresponding to the controlled dynamics of a flexible link robot, the controlled lateral directional dynamics of an aircraft, as well as a controlled axial flow compression system subjected to actuator attacks are provided to demonstrate the efficacy of the proposed approach.
引用
收藏
页数:18
相关论文
共 40 条
[1]   Decentralized Adaptive Fuzzy Secure Control for Nonlinear Uncertain Interconnected Systems Against Intermittent DoS Attacks [J].
An, Liwei ;
Yang, Guang-Hong .
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 49 (03) :827-838
[2]   Improved adaptive resilient control against sensor and actuator attacks [J].
An, Liwei ;
Yang, Guang-Hong .
INFORMATION SCIENCES, 2018, 423 :145-156
[3]  
Antsaklis P. J., 2006, Linear Systems
[4]   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
[5]   Mitigating the Effects of Sensor Uncertainties in Networked Multi-Agent Systems [J].
Arabi, Ehsan ;
Yucelen, Tansel ;
Haddad, Wassim M. .
JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2017, 139 (04)
[6]   Stability and robustness analysis of nonlinear systems via contraction metrics and SOS programming [J].
Aylward, Erin M. ;
Parrilo, Pablo A. ;
Slotine, Jean-Jacques E. .
AUTOMATICA, 2008, 44 (08) :2163-2170
[7]  
Blanke M., 2003, Diagnosis and Fault-Tolerant Control
[8]   Secure Estimation and Control for Cyber-Physical Systems Under Adversarial Attacks [J].
Fawzi, Hamza ;
Tabuada, Paulo ;
Diggavi, Suhas .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2014, 59 (06) :1454-1467
[9]   Adaptive control for uncertain dynamical systems with nonlinear reference systems [J].
Gruenwald, Benjamin C. ;
Yucelen, Tansel ;
De La Torre, Gerardo ;
Muse, Jonathan A. .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2020, 51 (04) :687-703
[10]   Optimal Control in the Presence of an Intelligent Jammer with Limited Actions [J].
Gupta, Abhishek ;
Langbort, Cedric ;
Basar, Tamer .
49TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2010, :1096-1101