Distributed fault-tolerant containment control for heterogeneous piecewise affine multi-agent systems with two-layer structure

IF 4.2 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Shuyi Xiao , Gaowei Yan , Xin Huang , Rong Li
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引用次数: 0

Abstract

This paper presents a novel distributed fault-tolerant containment control protocol with two-layer structure for heterogeneous multi-agent systems in which agents are subjected to unknown actuator failures and external disturbances. Especially, the follower agents in this paper are modeled as piecewise affine systems, which can approximate nonlinear systems with arbitrary accuracy, and thus can be applied to more general cases. From the perspective of functional implementation and avoiding fault propagation, the distributed two-layer containment control framework which composed of virtual layer and actual layer is introduced. In this way, the original problem is converted into the containment control issue of virtual layer and the tracking control issue of actual layer. In addition, in order to guarantee the transient performance of agents under actuator failures, the fault-tolerant tracking controller relying on a time-varying performance function is proposed. Finally, simulation studies clarify and verify the developed approach.
异构分段仿射两层多智能体系统的分布式容错控制
针对异构多智能体系统中智能体受到未知执行器故障和外部干扰的情况,提出了一种新的两层结构分布式容错控制协议。特别地,本文将跟随智能体建模为分段仿射系统,可以以任意精度逼近非线性系统,从而可以应用于更一般的情况。从功能实现和避免故障传播的角度出发,介绍了由虚拟层和实际层组成的分布式两层包容控制框架。这样,将原问题转化为虚拟层的包容控制问题和实际层的跟踪控制问题。此外,为了保证代理在执行器故障时的瞬态性能,提出了基于时变性能函数的容错跟踪控制器。最后,仿真研究阐明并验证了所开发的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.30
自引率
14.60%
发文量
586
审稿时长
6.9 months
期刊介绍: The Journal of The Franklin Institute has an established reputation for publishing high-quality papers in the field of engineering and applied mathematics. Its current focus is on control systems, complex networks and dynamic systems, signal processing and communications and their applications. All submitted papers are peer-reviewed. The Journal will publish original research papers and research review papers of substance. Papers and special focus issues are judged upon possible lasting value, which has been and continues to be the strength of the Journal of The Franklin Institute.
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