Pinning control of linear systems on hypergraphs

IF 2.5 3区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Pietro De Lellis , Fabio Della Rossa , Francesco Lo Iudice , Davide Liuzza
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引用次数: 0

Abstract

When steering the dynamics of network systems, the control design needs to cope with constraints on actuation and sensing, which often imply that the same control input is injected to each node in a given subset, and this input signal is a function of the state of this node subset. This common situation cannot be modeled in terms of standard pairwise interactions on digraphs, and we propose to use directed hypergraphs as the mathematical object suitable to describe this kind of directed, multibody interactions. We apply this framework to the pinning control problem in networks of coupled linear systems, and derive necessary and sufficient conditions for convergence onto the desired trajectory set by the pinner. Furthermore, we provide a dedicated control algorithm to identify the interconnections that are critical for network control.

超图上线性系统的Pinning控制
在控制网络系统的动力学时,控制设计需要处理驱动和传感的约束,这通常意味着将相同的控制输入注入给定子集中的每个节点,并且该输入信号是该节点子集状态的函数。这种常见的情况不能用有向图上的标准两两相互作用来建模,我们建议使用有向超图作为适合描述这种有向多体相互作用的数学对象。我们将这一框架应用于耦合线性系统网络中的钉住控制问题,并推导出钉住控制收敛到期望轨迹的充分必要条件。此外,我们提供了一个专用的控制算法来识别对网络控制至关重要的互连。
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来源期刊
European Journal of Control
European Journal of Control 工程技术-自动化与控制系统
CiteScore
5.80
自引率
5.90%
发文量
131
审稿时长
1 months
期刊介绍: The European Control Association (EUCA) has among its objectives to promote the development of the discipline. Apart from the European Control Conferences, the European Journal of Control is the Association''s main channel for the dissemination of important contributions in the field. The aim of the Journal is to publish high quality papers on the theory and practice of control and systems engineering. The scope of the Journal will be wide and cover all aspects of the discipline including methodologies, techniques and applications. Research in control and systems engineering is necessary to develop new concepts and tools which enhance our understanding and improve our ability to design and implement high performance control systems. Submitted papers should stress the practical motivations and relevance of their results. The design and implementation of a successful control system requires the use of a range of techniques: Modelling Robustness Analysis Identification Optimization Control Law Design Numerical analysis Fault Detection, and so on.
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