Leader-follower sliding mode formation control of fractional-order multi-agent systems: A dynamic event-triggered mechanism

被引:3
|
作者
Meng, Xin [1 ,2 ]
Jiang, Baoping [3 ]
Karimi, Hamid Reza [4 ]
Gao, Cunchen [2 ]
机构
[1] Nanjing Tech Univ, Sch Phys & Math Sci, Nanjing 211816, Peoples R China
[2] Ocean Univ China, Sch Math Sci, Qingdao 266100, Peoples R China
[3] Suzhou Univ Sci & Technol, Sch Elect & Informat Engn, Suzhou 215000, Peoples R China
[4] Politecn Milan, Dept Mech Engn, I-20156 Milan, Italy
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Fractional-order multi-agent systems; Dynamic event-triggered mechanism; Formation control; Sliding mode control; Zeno behavior;
D O I
10.1016/j.neucom.2023.126691
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 examines the concept of the leader-follower formation for fractional-order multi-agent systems (FO-MASs) by utilizing dynamic event-triggered sliding mode control (SMC) method. Firstly, a dynamic event triggered mechanism (DETM) is designed relying on the combined measurement vector, in which an auxiliary variable is introduced to dynamically adjust the threshold for each fractional-order agent system. Unlike most existing event-triggered communication mechanisms, whose threshold parameters are always fixed, the threshold parameters in our designed event-triggered conditions can be dynamically adjusted according to the fractional-order dynamic rule. Numerical results show that the proposed DETM can achieve a better system performance in reducing the sampling frequency and the expected formation performance. Secondly, the leader-follower formation control problem is transformed into checking the asymptotic stability problem of the closed-loop system. In addition, due to the memorability of fractional calculus operators, a distinctive condition is established to avoid the occurrence of Zeno behaviors reported in existing dynamic event-triggered schemes. Finally, a simulation example is presented to illustrate the effectiveness and feasibility of the dynamic event-triggered SMC method proposed in this paper.
引用
收藏
页数:16
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