JOURNAL ARTICLE

Finite-time fault-tolerant consensus for leader-following multi-agent systems with semi-Markov switching topologies

Kun-Zhong MiaoJianning LiYang-Jie ChenSen Xu

Year: 2022 Journal:   International Journal of Control Vol: 97 (2)Pages: 373-386   Publisher: Taylor & Francis

Abstract

This paper investigates the finite-time leader-following consensus problem for multi-agent systems with switching topologies. First of all, consider the characteristic of failures, a failure distribution model which is more in line with the actual situation is established, and a semi-Markov chain is used to describe the topology switching of the multi-agent system, in which the transfer rate is time-varying. Secondly, based on the past state information, a topology-dependent consensus protocol is established, then the fault-tolerant consensus problem of leader-following multi-agent is transformed into the issue of system stability, according to the mode-dependent Lyapunov function and the finite time stochastic theorem, the sufficient conditions for the stability of the closed-loop system and the constraints of average residence time are obtained. In addition, an initial-state based H∞ performance index is proposed to reduce the influence of zero initial conditions on the system. Finally, a numerical example is provided to show the effectiveness of the proposed method.

Keywords:
Markov chain Network topology Multi-agent system Consensus Control theory (sociology) Topology (electrical circuits) Mathematics Lyapunov function Fault tolerance State (computer science) Stability (learning theory) Mathematical optimization Computer science Distributed computing Algorithm

Metrics

5
Cited By
1.07
FWCI (Field Weighted Citation Impact)
51
Refs
0.72
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
Stability and Control of Uncertain Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
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