Leader-follower swarm tracking for networked Lagrange systems

被引:111
|
作者
Meng, Ziyang [1 ,2 ]
Lin, Zongli [3 ]
Ren, Wei [4 ]
机构
[1] Shanghai Jiao Tong Univ, Dept Automat, Shanghai 200240, Peoples R China
[2] Minist Educ China, Key Lab Syst Control & Informat Proc, Shanghai 200240, Peoples R China
[3] Univ Virginia, Charles L Brown Dept Elect & Comp Engn, Charlottesville, VA 22904 USA
[4] Univ Calif Riverside, Dept Elect Engn, Riverside, CA 92521 USA
基金
美国国家科学基金会; 中国博士后科学基金; 中国国家自然科学基金;
关键词
Multiple leaders; Lagrange systems; Group cohesion; Group dispersion; CONTAINMENT CONTROL; ARTIFICIAL POTENTIALS; COLLISION-AVOIDANCE; CONSENSUS; FLOCKING; SYNCHRONIZATION; COORDINATION; ALGORITHMS; AGENTS;
D O I
10.1016/j.sysconle.2011.09.006
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, swarm tracking problems with group dispersion and cohesion behaviors are discussed for a group of Lagrange systems. The agent group is separated into two subgroups. One is called the leader group, whose members are encapsulated with the desired generalized coordinates and generalized coordinate derivatives. The other one, referred to as the follower group, is guided by the leader group. The objective is to guarantee distributed tracking of generalized coordinate derivatives for the followers and to drive the generalized coordinates of the followers close to the convex hull formed by those of the leaders. Both the case of constant leaders' generalized coordinate derivatives and the case of time-varying leaders' generalized coordinate derivatives are considered. The proposed control algorithms are shown to achieve velocity matching, connectivity maintenance and collision avoidance. In addition, the sum of the steady-state distances between the followers and the convex hull formed by the leaders is shown to be bounded and the bound is explicitly given. Simulation results are presented to validate the effectiveness of theoretical conclusions. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:117 / 126
页数:10
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