Command-filtered adaptive containment control of fractional-order multi-agent systems via event-triggered mechanism

被引:10
作者
Chen, Tao [1 ]
Yuan, Jiaxin [1 ,2 ]
机构
[1] Shanghai Univ Engn Sci, Sch Air Transportat, Shanghai, Peoples R China
[2] Shanghai Univ Engn Sci, Sch Air Transportat, Shanghai 201620, Peoples R China
基金
中国国家自然科学基金;
关键词
Fractional-order multi-agent systems; containment control; event-triggered scheme; command filter; backstepping control; CONSENSUS CONTROL; NEURAL-CONTROL; SYNCHRONIZATION;
D O I
10.1177/01423312221137618
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 containment control problem of a class of fractional-order nonlinear multi-agent systems is studied, in which the multi-agent system contains unmeasured states and system nonlinearity. An adaptive neural network backstepping controller combined with event-triggered mechanism is proposed to ensure all followers can converge to the convex hull spanned by the leaders. The command filter is introduced into the proposed fractional-order control system to obtain fractional derivatives for virtual control functions continuously and avoid "explosion of complexity." From the Lyapunov stability theory, all the signals can remain semi-global uniformly ultimately bounded in the closed-loop system. Numerical example and simulation results confirm the feasibility of the proposed control method.
引用
收藏
页码:1646 / 1660
页数:15
相关论文
共 46 条
[1]   Type-2 fuzzy consensus control of nonlinear multi-agent systems: An LMI approach [J].
Afaghi, Ali ;
Ghaemi, Sehraneh ;
Ghiasi, Amir Rikhtehgar ;
Badamchizadeh, Mohammad Ali .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2021, 358 (08) :4326-4347
[2]   Algorithm on fuzzy adaptive backstepping control of fractional order for doubly-fed induction generators [J].
Aounallah, Tarek ;
Essounbouli, Najib ;
Hamzaoui, Abdelaziz ;
Bouchafaa, Farid .
IET RENEWABLE POWER GENERATION, 2018, 12 (08) :962-967
[3]   On the Synchronization and Stabilization of fractional-order chaotic systems: Recent advances and future perspectives [J].
Balootaki, Mohammad Ahmadi ;
Rahmani, Hossein ;
Moeinkhah, Hossein ;
Mohammadzadeh, Ardashir .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2020, 551
[4]   Event-triggered adaptive neural network backstepping sliding mode control of fractional-order multi-agent systems with input delay [J].
Chen, Tao ;
Yuan, Jiaxin ;
Yang, Hui .
JOURNAL OF VIBRATION AND CONTROL, 2022, 28 (23-24) :3740-3766
[5]   Observer-based adaptive neural network backstepping sliding mode control for switched fractional order uncertain nonlinear systems with unmeasured states [J].
Chen, Tao ;
Cao, Damin ;
Yuan, Jiaxin ;
Yang, Hui .
MEASUREMENT & CONTROL, 2021, 54 (7-8) :1245-1258
[6]   Event-Triggered Adaptive Neural Network Backstepping Sliding Mode Control for Fractional Order Chaotic Systems Synchronization With Input Delay [J].
Chen, Tao ;
Yang, Hui ;
Yuan, Jiaxin .
IEEE ACCESS, 2021, 9 :100868-100881
[7]   Adaptive consensus tracking for linear multi-agent systems with input saturation [J].
Chu, Hongjun ;
Zhang, Weidong .
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL, 2016, 38 (12) :1434-1441
[8]   Command-filter-based distributed containment control of nonlinear multi-agent systems with actuator failures [J].
Cui, Guozeng ;
Xu, Shengyuan ;
Ma, Qian ;
Li, Ze ;
Chu, Yuming .
INTERNATIONAL JOURNAL OF CONTROL, 2018, 91 (07) :1708-1719
[9]   Sensor Multifault Diagnosis With Improved Support Vector Machines [J].
Deng, Fang ;
Guo, Su ;
Zhou, Rui ;
Chen, Jie .
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2017, 14 (02) :1053-1063
[10]   An Overview of Recent Advances in Event-Triggered Consensus of Multiagent Systems [J].
Ding, Lei ;
Han, Qing-Long ;
Ge, Xiaohua ;
Zhang, Xian-Ming .
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 48 (04) :1110-1123