Leader-Following Consensus of Multiple Euler-Lagrange Systems Under Deception Attacks

被引:6
|
作者
Wang, Lizhang [1 ,2 ]
Fan, Chunxia [1 ,2 ]
Xie, Cong [1 ,2 ]
Zhou, Wei [1 ,2 ]
机构
[1] Nanjing Univ Posts & Telecommun, Coll Automat, Nanjing 210023, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Coll Artificial Intelligence, Nanjing 210023, Peoples R China
来源
IEEE ACCESS | 2021年 / 9卷 / 09期
基金
中国国家自然科学基金;
关键词
Multi-agent systems; Adaptive filters; Vehicle dynamics; Topology; Nonlinear dynamical systems; Distributed databases; Communication networks; Euler-Lagrange systems; leader-following consensus; deception attack; distributed filter; FALSE DATA INJECTION; CYBER-PHYSICAL SYSTEMS; NONLINEAR MULTIAGENT SYSTEMS; STATE ESTIMATION; BIPARTITE CONSENSUS; SYNCHRONIZATION; TRACKING;
D O I
10.1109/ACCESS.2021.3096079
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 paper, the leader-following consensus problem of a multi-Euler-Lagrange system is studied under deception attacks, where attackers can inject the false data into the data being exchanged over the communication network between two Euler-Lagrange systems. A distributed adaptive filter is proposed to compensate the unknown injection false data, where the magnitude of the false data is estimated. Meanwhile, the performance of the multiple Euler-Lagrange system consensus with the proposed filter can be guaranteed to be similar to that with the traditional controller when the communication network is not injected into false data by a malicious attacker. Furthermore, the consensus criteria of a multiple Euler-Lagrange system and the parameter design scheme of the proposed adaptive filter are achieved by using Lyapunov stability theory. Finally, a numerical example is carried out to demonstrate the effectiveness of the proposed consensus controller for a multi-Euler-Lagrange system attacked by using the false data injection.
引用
收藏
页码:100548 / 100557
页数:10
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