Finite-time leaderless consensus of uncertain multi-agent systems against time-varying actuator faults

被引:54
|
作者
Sakthivel, Rathinasamy [1 ,2 ]
Sakthivel, Ramalingam [3 ]
Kaviarasan, Boomipalagan [3 ]
Lee, Hosoo [2 ]
Lim, Yongdo [2 ]
机构
[1] Bharathiar Univ, Dept Math, Coimbatore 641046, Tamil Nadu, India
[2] Sungkyunkwan Univ, Dept Math, Suwon 440746, South Korea
[3] Anna Univ Reg Campus, Dept Math, Coimbatore 641046, Tamil Nadu, India
基金
新加坡国家研究基金会;
关键词
Leaderless consensus; Multi-agent systems; Fault-tolerant control; Time-varying actuator faults; RECURRENT NEURAL-NETWORK; SAMPLED-DATA; SWITCHING TOPOLOGIES; COMMUNICATION; STABILITY; PROTOCOL; INPUT; DELAY; DISTURBANCES; CONVERGENCE;
D O I
10.1016/j.neucom.2018.10.020
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper addresses the finite-time leaderless consensus problem for a class of continuous-time multi-agent systems subject to linear fractional transformation uncertain parameters using an observer-based fault-tolerant controller. Here, it is considered that the network of the system is described by an undirected graph subject to fixed topology and the aforementioned controller is impacted by time-varying actuator faults. Then, the desired consensus protocols are proposed in such a way that the effects of possible uncertainties and actuator faults are compensated efficiently within a prescribed finite-time period. More precisely, the leaderless consensus analysis is carried out in the framework of Lyapunov-Krasovskii functional and the required conditions for the existence of proposed fault-tolerant controller are derived in terms of linear matrix inequalities. Moreover, the proposed consensus design parameters can be computed by solving a set of linear matrix inequality constraints. Finally, two examples including a formation flying satellites model are provided to show the efficiency and usefulness of the proposed control scheme. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:159 / 171
页数:13
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