Finite-time formation-containment tracking for second-order multi-agent systems with a virtual leader of fully unknown input

被引:50
作者
Liao, Ruiwen [1 ]
Han, Liang [1 ]
Dong, Xiwang [2 ]
Li, Qingdong [2 ]
Ren, Zhang [2 ]
机构
[1] Beihang Univ, Sch Sino French Engineer, Beijing 100191, Peoples R China
[2] Beihang Univ, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
Time-varying formation; Formation-containment tracking; Finite-time control; Multi-agent systems; Fully unknown input; OUTPUT FORMATION-CONTAINMENT; CONSENSUS CONTROL; SWARM SYSTEMS; DYNAMICS; VEHICLES; DESIGN;
D O I
10.1016/j.neucom.2020.07.067
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 studies the finite-time time-varying formation-containment tracking problems for second-order multi-agent systems with directed topology, where the multi-agent system consists of one virtual leader with fully unknown input, several real leaders and followers. In contrast with traditional formation and containment cases studied in most of the existing literature, apart from accomplishing the expected time-varying formation, the real leaders are required to track the trajectory generated by the virtual leader, and the followers need to get into the convex envelope spanned by the real leaders in finite time. The method for solving the finite-time formation-containment tracking problems is divided into the following steps. First, distributed finite-time observers are designed for each real leader and follower, in order to obtain the estimated states of their neighbor agents. Then, formation-containment tracking protocols are presented by using the neighboring information for both real leaders and followers. Furthermore, based on Lyapunov theory, it is proved that the given formation-containment tracking can be realized in finite time by the multi-agent system under the designed protocols. Finally, a case study on multi-robot transport operation is given to verify the effectiveness of the theoretical results. (C) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页码:234 / 246
页数:13
相关论文
共 37 条
[1]   Behavior-based formation control for multirobot teams [J].
Balch, T ;
Arkin, RC .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1998, 14 (06) :926-939
[2]   Finite-time stability of continuous autonomous systems [J].
Bhat, SP ;
Bernstein, DS .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2000, 38 (03) :751-766
[3]   Distributed Containment Control for Multiple Autonomous Vehicles With Double-Integrator Dynamics: Algorithms and Experiments [J].
Cao, Yongcan ;
Stuart, Daniel ;
Ren, Wei ;
Meng, Ziyang .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2011, 19 (04) :929-938
[4]   Decentralized finite-time sliding mode estimators and their applications in decentralized finite-time formation tracking [J].
Cao, Yongcan ;
Ren, Wei ;
Meng, Ziyang .
SYSTEMS & CONTROL LETTERS, 2010, 59 (09) :522-529
[5]   Observer-Based Adaptive Backstepping Consensus Tracking Control for High-Order Nonlinear Semi-Strict-Feedback Multiagent Systems [J].
Chen, C. L. Philip ;
Wen, Guo-Xing ;
Liu, Yan-Jun ;
Liu, Zhi .
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 46 (07) :1591-1601
[6]   Adaptive Consensus Control for a Class of Nonlinear Multiagent Time-Delay Systems Using Neural Networks [J].
Chen, C. L. Philip ;
Wen, Guo-Xing ;
Liu, Yan-Jun ;
Wang, Fei-Yue .
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2014, 25 (06) :1217-1226
[7]   A vision-based formation control framework [J].
Das, AK ;
Fierro, R ;
Kumar, V ;
Ostrowski, JP ;
Spletzer, J ;
Taylor, CJ .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 2002, 18 (05) :813-825
[8]   Output formation-containment analysis and design for general linear time-invariant multi-agent systems [J].
Dong, Xiwang ;
Li, Qingdong ;
Ren, Zhang ;
Zhong, Yisheng .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2016, 353 (02) :322-344
[9]   Formation-containment control for high-order linear time-invariant multi-agent systems with time delays [J].
Dong, Xiwang ;
Li, Qingdong ;
Ren, Zhang ;
Zhong, Yisheng .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2015, 352 (09) :3564-3584
[10]   Output containment control for swarm systems with general linear dynamics: A dynamic output feedback approach [J].
Dong, Xiwang ;
Meng, Fanlin ;
Shi, Zongying ;
Lu, Geng ;
Zhong, Yisheng .
SYSTEMS & CONTROL LETTERS, 2014, 71 :31-37