JOURNAL ARTICLE

Predictive Consensus for Networked Multi‐Agent Systems with Switching Topology and Variable Delay

Changjiang LiShuai Liu

Year: 2018 Journal:   Asian Journal of Control Vol: 21 (2)Pages: 924-933   Publisher: Wiley

Abstract

Abstract This paper investigates consensus problems of networked linear time invariant (LTI) multi‐agent systems, subject to variable network delays and switching topology. A new protocol is proposed for such systems with matrix B that has full row rank, based on stochastic, indecomposable, aperiodic (SIA) matrix and the predictive control scheme. With the predictive scheme the network delay is compensated. Consensus analysis based on the seminorm is provided. The conditions are obtained for such systems with periodic switching topology to reach consensus. The proposed protocol can deal with time‐varying delays, switching topology, and an unstable mode. The numerical examples demonstrate the effectiveness of the theoretical results.

Keywords:
Aperiodic graph Topology (electrical circuits) Control theory (sociology) Network topology Multi-agent system Computer science Scheme (mathematics) Protocol (science) Model predictive control Mathematics Distributed computing Control (management) Computer network Artificial intelligence

Metrics

14
Cited By
2.12
FWCI (Field Weighted Citation Impact)
37
Refs
0.87
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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