Distributed nonlinear control of mobile autonomous multi-agents

被引:70
|
作者
Liu, Tengfei [1 ]
Jiang, Zhong-Ping [2 ]
机构
[1] Northeastern Univ, State Key Lab Synthet Automat Proc Ind, Shenyang 110004, Peoples R China
[2] NYU, Polytech Sch Engn, Brooklyn, NY 11201 USA
基金
美国国家科学基金会;
关键词
Distributed control; Multi-agent systems; Output agreement; Nonholonomic mobile robots; Flexible topology; COOPERATIVE CONTROL; DYNAMICAL-SYSTEMS; CONSENSUS CONTROL; TRACKING CONTROL; SMALL-GAIN; NETWORKS; FLOCKING; ROBOTS; ALGORITHMS; STABILITY;
D O I
10.1016/j.automatica.2014.02.023
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper studies the distributed nonlinear control of mobile autonomous agents with variable and directed topology. A new distributed nonlinear design scheme is presented for multi-agent systems modeled by double-integrators. With the new design, the outputs of the controlled agents asymptotically converge to each other, as long as a mild connectivity condition is satisfied. Moreover, the velocity (derivative of the output) of each agent can be restricted to be within any specified neighborhood of the origin, which is of practical interest for systems under such physical constraint. The new design is still valid if one of the agents is a leader and the control objective is to achieve leader-following. As an illustration of the generality and effectiveness of the presented methodology, the formation control of a group of unicycle mobile robots with nonholonomic constraints is revisited. Instead of assuming the point-robot model, the unicycle model is transformed into two double-integrators by dynamic feedback linearization, and the proposed distributed nonlinear design method is used to overcome the singularity problem caused by the nonholonomic constraint by properly restricting the velocities. Simulation results are included to illustrate the theoretical results. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1075 / 1086
页数:12
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