SMC-Based Bounded Consensus Tracking for Multiagent Systems Under Stochastic DoS Attacks With Applications to Multiple DC Motors

被引:5
作者
Cheng, Peng [1 ]
Ye, Shengwang [2 ]
Liu, Ruonan [1 ]
He, Shuping [3 ,4 ,5 ]
Zhang, Weidong [1 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
[2] Wuhan Univ, Dept Artificial Intelligence & Automat, Wuhan 430072, Peoples R China
[3] Anhui Univ, Sch Elect Engn & Automat, Informat Mat & Intelligent Sensing Lab Anhui Prov, Hefei 230601, Peoples R China
[4] Chengdu Univ, Sch Elect Informat & Elect Engn, Chengdu 610106, Peoples R China
[5] Hefei Comprehens Natl Sci Ctr, Inst Artificial Intelligence, Hefei 230026, Peoples R China
基金
国家重点研发计划;
关键词
Denial-of-service attack; Markov processes; Target tracking; Symmetric matrices; Robustness; Informatics; Vectors; Bounded consensus tracking; dc motors; multiagent systems (MASs); sliding mode controller; stochastic denial-of-service (DoS) attacks; DESIGN;
D O I
10.1109/TII.2024.3393551
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 article presents a sliding mode controller to address the challenge of achieving mean-square bounded consensus tracking for leader-follower multiagent systems (MASs) under stochastic denial-of-service (DoS) attacks. Such cyber attacks can reduce the effective transmission of measurement signals by interrupting the communication between the MASs and the control station, thereby corrupting the feasibility of control. Existing descriptions of DoS attacks typically rely on two energy assumptions regarding attack frequency and duration, which introduce conservatism into the stability analysis of the system. Conversely, this article models DoS attacks using a two-mode Markov process, thereby preventing the necessity for explicit energy constraints. To ensure control feasibility under DoS attacks, a control scheme that uses the latest uncontaminated control input signal and uses it as the new primary control input signal until the DoS attack ceases is adopted to mitigate the effects of DoS attacks effectively. Based on the Lyapunov function method, it is shown that the designed sliding mode controller guarantees the reachability and mean-square bounded consensus tracking of the resulting global tracking error dynamic system under Markov-type DoS attacks. At last, the correctness and the effectiveness are verified by a web-based multiple dc motors angle coordinated control experiment.
引用
收藏
页码:10074 / 10083
页数:10
相关论文
共 30 条
[1]   PID control system analysis, design, and technology [J].
Ang, KH ;
Chong, G ;
Li, Y .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2005, 13 (04) :559-576
[2]   Performance Error Estimation and Elastic Integral Event Triggering Mechanism Design for T-S Fuzzy Networked Control System Under DoS Attacks [J].
Cai, Xiao ;
Shi, Kaibo ;
She, Kun ;
Zhong, Shouming ;
Soh, Yeng Chai ;
Yu, Yue .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2023, 31 (04) :1327-1339
[3]   A Genetic Algorithm-Assisted Fault Detection Observer for Networked Systems Under Denial-of-Service Attacks [J].
Cheng, Peng ;
He, Shuping ;
Zhang, Weidong .
IEEE TRANSACTIONS ON RELIABILITY, 2024, 73 (01) :304-316
[4]   Network-Based Adaptive Multievent-Triggered Fuzzy Dynamic Positioning Controller Design for Unmanned Surface Vehicles Against Denial-of-Service Attacks [J].
Cheng, Peng ;
Zhang, Chengming ;
Xie, Wei ;
Zhang, Weidong ;
He, Shuping .
IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2023, 10 (02) :612-624
[5]   Asynchronous control for 2-D Markov jump cyber-physical systems against aperiodic denial-of-service attacks [J].
Cheng, Peng ;
Wu, Di ;
He, Shuping ;
Zhang, Weidong .
SCIENCE CHINA-INFORMATION SCIENCES, 2023, 66 (07)
[6]   Input-to-State Stabilizing Control Under Denial-of-Service [J].
De Persis, Claudio ;
Tesi, Pietro .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2015, 60 (11) :2930-2944
[7]   Sliding mode control for multi-agent systems under a time-varying topology [J].
Dong, Lijing ;
Chai, Senchun ;
Zhang, Baihai ;
Nguang, Sing Kiong .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2016, 47 (09) :2193-2200
[8]   Consensus tracking for multi-agent systems subject to channel fading: a sliding mode control method [J].
Gu, Xiaowei ;
Jia, Tinggang ;
Niu, Yugang .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2020, 51 (14) :2703-2711
[9]   Observer-based resilient control of positive systems with heterogeneous DoS attacks: A Markov model approach [J].
He, Hangfeng ;
Chen, Yi ;
Qi, Wenhai ;
Wang, Maoli ;
Chen, Xiaoming .
JOURNAL OF THE FRANKLIN INSTITUTE, 2022, 359 (01) :272-293
[10]   Observer-Based Event-Triggered Control for Networked Linear Systems Subject to Denial-of-Service Attacks [J].
Hu, Songlin ;
Yue, Dong ;
Han, Qing-Long ;
Xie, Xiangpeng ;
Chen, Xiaoli ;
Dou, Chunxia .
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 50 (05) :1952-1964