JOURNAL ARTICLE

Second-Order Consensus for Multi-Agent Systems With Various Intelligent Levels via Intermittent Sampled-Data Control

Jinhui ZengWang PinHousheng SuChengjie Xu

Year: 2022 Journal:   IEEE Transactions on Circuits & Systems II Express Briefs Vol: 69 (12)Pages: 4899-4903   Publisher: Institute of Electrical and Electronics Engineers

Abstract

This brief is concerned with the second-order consensus problem of multi-agent systems (MASs) over directed communication topologies. Due to engineering applications, agents in the network may have nonidentical intelligent degrees in practical scenarios. A novel intermittent sampled-data control protocol with different intelligent levels is proposed. Necessary and sufficient conditions are derived to guarantee the desired consensus under the protocol. Nevertheless, since the velocity states of real agents may not be measured, a novel protocol only utilizing past sampled position data with distinct intelligent levels is presented, under which the conditions of realizing consensus can be attained via similar analysis. Finally, the asymptotic consensus of MASs can be verified by some numerical simulations. The states of agents with the same intelligent level can be validated to converge to the common value as well.

Keywords:
Protocol (science) Multi-agent system Network topology Computer science Consensus Position (finance) Intelligent control Distributed computing Control (management) Intelligent agent Control theory (sociology) Topology (electrical circuits) Mathematics Computer network Artificial intelligence

Metrics

9
Cited By
1.93
FWCI (Field Weighted Citation Impact)
21
Refs
0.80
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
Energy Efficient Wireless Sensor Networks
Physical Sciences →  Computer Science →  Computer Networks and Communications

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