JOURNAL ARTICLE

Matrix-Weighted Consensus of Second-Order Discrete-Time Multiagent Systems

Suoxia MiaoHousheng SuShiming Chen

Year: 2022 Journal:   IEEE Transactions on Neural Networks and Learning Systems Vol: 35 (3)Pages: 3539-3548   Publisher: Institute of Electrical and Electronics Engineers

Abstract

In this article, we study the matrix-weighted consensus issues for second-order discrete-time multiagent systems on directed network topology. Under the designed matrix-weighted consensus algorithm, based on the eigenvalues of the Laplacian matrix, coupling gains, and discrete interval, we build some consensus conditions for reaching discrete-time consensus and deduce some simplified and straightforward consensus conditions for undirected network topology. Besides, for a given network topology, we theoretically analyze the influence of the coupling gains and discrete intervals on the consensus conditions of the network dynamics. Finally, we offer several simulation examples to validate the obtained results.

Keywords:
Laplacian matrix Discrete time and continuous time Consensus Topology (electrical circuits) Network topology Eigenvalues and eigenvectors Matrix (chemical analysis) Computer science Uniform consensus Multi-agent system Coupling (piping) Interval (graph theory) Directed graph Order (exchange) Mathematics Mathematical optimization Algorithm Theoretical computer science Graph Combinatorics Artificial intelligence Physics Engineering

Metrics

21
Cited By
4.50
FWCI (Field Weighted Citation Impact)
41
Refs
0.91
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
Mathematical and Theoretical Epidemiology and Ecology Models
Health Sciences →  Medicine →  Public Health, Environmental and Occupational Health

Related Documents

JOURNAL ARTICLE

Second-order consensus of matrix-weighted switched multiagent systems

Suoxia MiaoHousheng Su

Journal:   Neurocomputing Year: 2025 Vol: 633 Pages: 129755-129755
JOURNAL ARTICLE

Second-order consensus of multiagent systems with matrix-weighted network

Suoxia MiaoHousheng Su

Journal:   Neurocomputing Year: 2020 Vol: 433 Pages: 1-9
JOURNAL ARTICLE

Consensus of Discrete Time Second‐Order Multiagent Systems with Time Delay

Wei Zhu

Journal:   Discrete Dynamics in Nature and Society Year: 2012 Vol: 2012 (1)
JOURNAL ARTICLE

Bipartite Consensus for Second-Order Multiagent Systems With Matrix-Weighted Signed Network

Suoxia MiaoHousheng Su

Journal:   IEEE Transactions on Cybernetics Year: 2021 Vol: 52 (12)Pages: 13038-13047
JOURNAL ARTICLE

General Second-Order Consensus of Discrete-Time Multiagent Systems via Q-Learning Method

Yifan LiuHousheng Su

Journal:   IEEE Transactions on Systems Man and Cybernetics Systems Year: 2020 Vol: 52 (3)Pages: 1417-1425
© 2026 ScienceGate Book Chapters — All rights reserved.