通过完全分布式间歇通信策略实现多领导者多代理系统的编队控制

IF 8.1 1区 计算机科学 0 COMPUTER SCIENCE, INFORMATION SYSTEMS
Jian Feng , Weizhao Song , Lijuan Xu , Juan Zhang
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引用次数: 0

摘要

本研究探讨了多领导者多代理系统(MAS)的分布式时变编队(TVF)控制问题。与现有成果相比,本文考虑了以下情况:1) 多追随者群体是异构的,多领导者群体也是异构的;2) 多领导者的异构系统矩阵并非所有追随者都已知晓;3) 取消了一些严格的约束条件,如知情追随者假设和虚拟领导者条件。本文提出了事件触发(ET)矩阵观测器、自适应 ET 状态补偿器和输出反馈 TVF 控制器,它们构成了创新的完全分布式 ET 控制协议。考虑到有限的通信带宽,ET 矩阵观测器和补偿器以节省通信带宽的方式设计,分别估计所有领导者代理的集成系统矩阵和集成状态信息。建立了输出反馈队形控制器,以调整追随者保持预定的队形并遵循参考轨迹,其中轨迹为所有领导者的输出凸组合。通过稳定性分析和仿真实验证明了建议控制策略的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Formation control of multiagent systems with multileaders through completely distributed intermittent communication strategies
The distributed time-varying formation (TVF) control problem of multiagent systems (MASs) with multileaders is explored in this research. Contrasted with the existing results, this paper considers the following situations: 1) the multifollower group is heterogeneous, as is the multileader group; 2) the heterogeneous system matrices of the multileaders are not already known to all followers; 3) some strict constraint conditions, such as well-informed follower assumption and virtual leader condition, are removed. This paper presents the event-triggered (ET) matrix observer, the adaptive ET state compensator, and the output-feedback TVF controller, which are constituted as the innovative completely distributed ET control protocol. Considering the limited communication bandwidth, the ET matrix observer and compensator are designed, with the communication-bandwidth-saving manners, to estimate the integrated system matrix and integrated state information of all leader agents, respectively. The output feedback formation controller is built to adjust the followers to keep the predetermined team formations and follow the reference trace, where the trace is all leaders outputs' convex combination. The stability analysis and simulation experiment are brought out to demonstrate the validity of the suggested control strategy.
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来源期刊
Information Sciences
Information Sciences 工程技术-计算机:信息系统
CiteScore
14.00
自引率
17.30%
发文量
1322
审稿时长
10.4 months
期刊介绍: Informatics and Computer Science Intelligent Systems Applications is an esteemed international journal that focuses on publishing original and creative research findings in the field of information sciences. We also feature a limited number of timely tutorial and surveying contributions. Our journal aims to cater to a diverse audience, including researchers, developers, managers, strategic planners, graduate students, and anyone interested in staying up-to-date with cutting-edge research in information science, knowledge engineering, and intelligent systems. While readers are expected to share a common interest in information science, they come from varying backgrounds such as engineering, mathematics, statistics, physics, computer science, cell biology, molecular biology, management science, cognitive science, neurobiology, behavioral sciences, and biochemistry.
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