Model-Free Adaptive Control for Nonlinear Systems Under Sparse Sensor Attacks

被引：0

作者：

Chen, Yifan ^{[1
]}

Liu, Dong ^{[1
]}

机构：

[1] Shenyang Aerosp Univ, Coll Automat, Shenyang 110136, Peoples R China

来源：

2023 IEEE 12TH DATA DRIVEN CONTROL AND LEARNING SYSTEMS CONFERENCE, DDCLS | 2023年

基金：

中国国家自然科学基金;

关键词：

Model-free adaptive control; sparse sensor attacks; DoS attacks; FDI attacks; channel switching mechanism;

D O I：

10.1109/DDCLS58216.2023.10166497

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

This paper discusses the model-free adaptive control for nonlinear systems under sparse sensor attacks. Firstly, it is proposed that there are multiple transmission channels in the sensor-to-controller transmission network. Secondly, system sensors are affected by DoS attacks and FDI attacks. Then, a channel switching mechanism is used to adjust the channel to compensate for adverse effects of attacks. Finally, it is proved that the tracking error of the system converges to a tiny constant and a numerical simulation example demonstrates the validity of the proposed method.

引用

页码：665 / 669

页数：5

共 16 条

[1] Secure State Estimation Against Sparse Sensor Attacks With Adaptive Switching Mechanism [J].

An, Liwei ;

Yang, Guang-Hong .

IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2018, 63 (08) :2596-2603

[2] A FDI Attack-Resilient Distributed Secondary Control Strategy for Islanded Microgrids [J].

Chen, Yulin ;

Qi, Donglian ;

Dong, Hangning ;

Li, Chaoyong ;

Li, Zhenming ;

Zhang, Jianliang .

IEEE TRANSACTIONS ON SMART GRID, 2021, 12 (03) :1929-1938

[3]

Chong MS, 2015, P AMER CONTR CONF, P2439, DOI 10.1109/ACC.2015.7171098

[4] 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

[5] Data-Driven Model-Free Adaptive Control for a Class of MIMO Nonlinear Discrete-Time Systems [J].

Hou, Zhongsheng ;

Jin, Shangtai .

IEEE TRANSACTIONS ON NEURAL NETWORKS, 2011, 22 (12) :2173-2188

[6] A Novel Data-Driven Control Approach for a Class of Discrete-Time Nonlinear Systems [J].

Hou, Zhongsheng ;

Jin, Shangtai .

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2011, 19 (06) :1549-1558

[7] Distributed Model-Free Adaptive Control for MIMO Nonlinear Multiagent Systems Under Deception Attacks [J].

Li, Fanghui ;

Hou, Zhongsheng .

IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2023, 53 (04) :2281-2291

[8] Event-Triggered Consensus Control for Multi-Agent Systems Against False Data-Injection Attacks [J].

Li, Xiao-Meng ;

Zhou, Qi ;

Li, Panshuo ;

Li, Hongyi ;

Lu, Renquan .

IEEE TRANSACTIONS ON CYBERNETICS, 2020, 50 (05) :1856-1866

[9] Dynamic State Recovery for Cyber-Physical Systems Under Switching Location Attacks [J].

Liu, Chensheng ;

Wu, Jing ;

Long, Chengnian ;

Wang, Yebin .

IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2017, 4 (01) :14-22

[10] Distributed Model-Free Adaptive Control for Learning Nonlinear MASs Under DoS Attacks [J].

Ma, Yong-Sheng ;

Che, Wei-Wei ;

Deng, Chao ;

Wu, Zheng-Guang .

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2023, 34 (03) :1146-1155

← 1 2 →