Litcius/Paper detail

Impulsive Layered Control of Heterogeneous Multi-Agent Systems Under Limited Communication

Le You, Xiaowei Jiang, Bo Li, Xianhe Zhang, Huaicheng Yan

2023IEEE Transactions on Industrial Informatics19 citationsDOI

Abstract

In this article, the consensus problem of heterogeneous multi-agent systems (HMASs) with communication limited impulsive control (IC) is considered. For better meet the complex requirements of real-world models, a HMASs model with different dimensions of leader and followers is designed. Due to the different dimensions of the agents in the MASs, the followers and the leader cannot communicate directly, so a virtual layer as an intermediary is designed to complete the communication between the followers and the leader. Then, in view of the limited communication channel, all agents communication channel constraint have been considered in IC. Furthermore, for the sake of comparing the influence of the proportion of information constraints on the speed of the system to achieve consensus, the global information saturation constraints and local information saturation constraints are considered, respectively. Finally, numerical simulations are conducted to verify the feasibility of the theoretical results.

Topics & Concepts

Constraint (computer-aided design)Distributed computingComputer scienceChannel (broadcasting)Multi-agent systemCommunications systemInformation exchangeControl (management)Control theory (sociology)EngineeringComputer networkTelecommunicationsArtificial intelligenceMechanical engineeringDistributed Control Multi-Agent SystemsNeural Networks Stability and SynchronizationStability and Control of Uncertain Systems
Impulsive Layered Control of Heterogeneous Multi-Agent Systems Under Limited Communication | Litcius