Consensus Control of Multi-Agent Systems with Uncertain Communication Links

被引:0
作者
Babahaji, Mina [1 ]
Firouzmand, Elnaz [2 ]
Aghdam, Amir [1 ]
Talebi, Heidar A. [2 ]
机构
[1] Concordia Univ, Dept Elect & Comp Engn, Montreal, PQ H3G 1M8, Canada
[2] Amirkabir Univ Technol, Dept Elect Engn, Tehran, Iran
来源
2022 IEEE INTERNATIONAL CONFERENCE ON WIRELESS FOR SPACE AND EXTREME ENVIRONMENTS (WISEE 2022) | 2022年
基金
加拿大自然科学与工程研究理事会;
关键词
DESIGN;
D O I
10.1109/WISEE49342.2022.9926901
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
This paper is devoted to the consensus control of a leader-follower multi-agent system (MAS) modeled by a random digraph. Due to the uncertainties in the environment, the communication links between distinct agents are represented by a time-varying probability matrix. We propose a novel robust control strategy to achieve approximate agreement among agents in the presence of an asynchronous network with uncertain communication links. The uncertainties are modeled as disturbances, and the controller is designed to debilitate them. Under the proposed controller, it is guaranteed that the global consensus error satisfies the L-2-gain performance in the presence of uncertainties. The functionality of the proposed controller in reducing the impact of uncertainty is proved mathematically and verified by simulations.
引用
收藏
页码:93 / 98
页数:6
相关论文
共 25 条
[1]   Connectivity Assessment of Random Directed Graphs with Application to Underwater Sensor Networks [J].
Asadi, Mohammad Mehdi ;
Mahboubi, Hamid ;
Habibi, Jalal ;
Aghdam, Amir G. ;
Blouin, Stephane .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2017, 25 (04) :1457-1464
[2]   Random Graphs Estimation using Q-Learning [J].
Babahaji, Mina ;
Blouin, Stephane ;
Lucia, Walter ;
Asadi, M. Mehdi ;
Mahboubi, Hamid ;
Aghdam, Amir G. .
2021 IEEE INTERNATIONAL CONFERENCE ON WIRELESS FOR SPACE AND EXTREME ENVIRONMENTS (WISEE), 2021,
[3]  
Basar T., 1995, H optimal control and related minimax design problems: A dynamic game approach, V2nd
[4]   Network-based leader-following consensus for distributed multi-agent systems [J].
Ding, Lei ;
Han, Qing-Long ;
Guo, Ge .
AUTOMATICA, 2013, 49 (07) :2281-2286
[5]   Distributed Consensus Design for a Class of Uncertain Linear Multiagent Systems under Unbalanced Randomly Switching Directed Topologies [J].
Dinh Hoa Nguyen .
MATHEMATICAL PROBLEMS IN ENGINEERING, 2018, 2018
[6]  
Erdos P., 1959, Publicationes Mathematicae Debrecen, V6, P290, DOI DOI 10.5486/PMD.1959.6.3-4.12
[7]  
Godsil C., 2001, Algebraic Graph Theory
[8]  
Grant M., 2009, CVX: Matlab software for disciplined convex programming
[9]   Graph implementations for nonsmooth convex programs [J].
Grant, Michael C. ;
Boyd, Stephen P. .
Lecture Notes in Control and Information Sciences, 2008, 371 :95-110
[10]  
Halinka A, 2015, 2015 MODERN ELECT PO, P1