JOURNAL ARTICLE

Consensus Analysis of Heterogeneous Multi-Agent Systems with Time-Varying Delay

Beibei WangYuangong Sun

Year: 2015 Journal:   Entropy Vol: 17 (6)Pages: 3631-3644   Publisher: Multidisciplinary Digital Publishing Institute

Abstract

This paper studies consensus and \(H_\infty\) consensus problems for heterogeneous multi-agent systems composed of first-order and second-order integrator agents. We first rewrite the multi-agent systems into the corresponding reduced-order systems based on the graph theory and the reduced-order transformation. Then, the linear matrix inequality approach is used to consider the consensus of heterogeneous multi-agent systems with time-varying delays in directed networks. As a result, sufficient conditions for consensus and \(H_\infty\) consensus of heterogeneous multi-agent systems in terms of linear matrix inequalities are established in the cases of fixed and switching topologies. Finally, numerical simulations are given to illustrate the effectiveness of the theoretical results.

Keywords:
Multi-agent system Consensus Network topology Computer science Integrator Order (exchange) Directed graph Transformation (genetics) Graph Mathematics Graph theory Matrix (chemical analysis) Topology (electrical circuits) Mathematical optimization Applied mathematics Algorithm Theoretical computer science Combinatorics Artificial intelligence

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11
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1.33
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36
Refs
0.83
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Citation History

Topics

Distributed Control Multi-Agent Systems
Physical Sciences →  Computer Science →  Computer Networks and Communications
Neural Networks Stability and Synchronization
Physical Sciences →  Computer Science →  Computer Networks and Communications
Mathematical and Theoretical Epidemiology and Ecology Models
Health Sciences →  Medicine →  Public Health, Environmental and Occupational Health
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