JOURNAL ARTICLE

Scaled consensus of switched multi-agent systems

Yilun Shang

Year: 2017 Journal:   IMA Journal of Mathematical Control and Information Vol: 36 (02)Pages: 639-657   Publisher: Oxford University Press

Abstract

In this paper, the scaled consensus problem for switched multi-agent systems composed of continuous-time and discrete-time subsystems is investigated. By using the nearest neighbour-interaction rules, three types of scaled consensus protocols are presented to achieve asymptotic, finite-time and fixed-time convergence rates, respectively. Based upon algebraic graph theory and Lyapunov theory, scaled consensus is shown to be reached for strongly connected networks. We explicitly express the final consensus states as some initial-condition-dependent values. Three scaled formation generation problems with different convergence rates are introduced and solved as generalizations. Simulation examples are provided to validate the effectiveness and availability of our theoretical results.

Keywords:
Convergence (economics) Algebraic graph theory Computer science Consensus Multi-agent system Rate of convergence Lyapunov function Graph Algebraic number Graph theory Directed graph Control theory (sociology) Mathematical optimization Mathematics Applied mathematics Algorithm Theoretical computer science Artificial intelligence Mathematical analysis Combinatorics Nonlinear system

Metrics

33
Cited By
3.30
FWCI (Field Weighted Citation Impact)
39
Refs
0.92
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

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