JOURNAL ARTICLE

Consensus of Heterogeneous Multi-Agent Systems Under Directed Topology

Hua GengHongyang WuJingli MiaoShuai HouZengqiang Chen

Year: 2022 Journal:   IEEE Access Vol: 10 Pages: 5936-5943   Publisher: Institute of Electrical and Electronics Engineers

Abstract

In this paper, the consensus problem of heterogeneous multi-agent systems under directed topology is investigated. Specifically, this system is composed of three classes of agents respectively described by first-order, second-order and third-order integrator dynamics. By the aid of linear filter, graph theory and matrix theory, the consensus problem is realized based on the two proposed consensus protocols. Moreover, group consensus can also be solved by adjusting parameters. Finally, some examples were presented to illustrate the theoretical results. Our study is expected to establish a more realistic model and provide a method to solve the consensus problem of heterogeneous multi-agent systems in more complex situations.

Keywords:
Consensus Multi-agent system Computer science Topology (electrical circuits) Graph theory Directed graph Uniform consensus Network topology Integrator Graph Mathematical optimization Theoretical computer science Mathematics Algorithm Artificial intelligence

Metrics

13
Cited By
2.79
FWCI (Field Weighted Citation Impact)
31
Refs
0.85
Citation Normalized Percentile
Is in top 1%
Is in top 10%

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
Nonlinear Dynamics and Pattern Formation
Physical Sciences →  Computer Science →  Computer Networks and Communications

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