基于观测器的多代理系统分布式动态事件触发控制,事件发生时间可调

IF 2.7 4区 计算机科学 Q2 AUTOMATION & CONTROL SYSTEMS
Zeyuan Wang, Mohammed Chadli
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引用次数: 0

摘要

本文针对一般线性多代理系统的领导者-跟随问题,提出了一种新颖的动态事件触发控制协议。与现有的静态事件触发策略相比,所开发的事件触发方法在保证渐近共识的同时显著降低了通信资源的使用率,而且事件间时间是可调的。在这种事件调度机制下,提出了一种结合控制器和观测器设计的综合方法。基于观测器的控制和事件触发规则是分布式的,只需要每个代理的本地信息即可实现。所提出的方法结合了基于模型的估计和具有类似时钟行为的辅助动态变量,以尽可能延长事件间时间。利用线性矩阵不等式(LMI)公式建立了领导者-跟随者共识的充分条件,以方便数值计算。不同场景下的对比模拟证明了所提理论结果的正确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Observer-based distributed dynamic event-triggered control of multi-agent systems with adjustable interevent time

In this paper, a novel dynamic event-triggered control protocol for leader-following problems of generic linear multi-agent systems is proposed. Compared with the existing static event-triggered strategy, the developed event-triggered approach significantly reduces the utilization of communication resources while guaranteeing asymptotic consensus, and the interevent time is adjustable. Under this event scheduling mechanism, a synthesis approach combining controller and observer design is presented. The observer-based control and event-triggered rules are distributed, which only require local information of each agent to implement. The proposed methods incorporate model-based estimation and auxiliary dynamic variables with a clock-like behavior to prolong the interevent time as long as possible. The sufficient conditions for leader-following consensus are established using linear matrix inequalities (LMIs) formulation to facilitate numerical computation. Comparative simulations in different scenarios demonstrate the validity of the proposed theoretical results.

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来源期刊
Asian Journal of Control
Asian Journal of Control 工程技术-自动化与控制系统
CiteScore
4.80
自引率
25.00%
发文量
253
审稿时长
7.2 months
期刊介绍: The Asian Journal of Control, an Asian Control Association (ACA) and Chinese Automatic Control Society (CACS) affiliated journal, is the first international journal originating from the Asia Pacific region. The Asian Journal of Control publishes papers on original theoretical and practical research and developments in the areas of control, involving all facets of control theory and its application. Published six times a year, the Journal aims to be a key platform for control communities throughout the world. The Journal provides a forum where control researchers and practitioners can exchange knowledge and experiences on the latest advances in the control areas, and plays an educational role for students and experienced researchers in other disciplines interested in this continually growing field. The scope of the journal is extensive. Topics include: The theory and design of control systems and components, encompassing: Robust and distributed control using geometric, optimal, stochastic and nonlinear methods Game theory and state estimation Adaptive control, including neural networks, learning, parameter estimation and system fault detection Artificial intelligence, fuzzy and expert systems Hierarchical and man-machine systems All parts of systems engineering which consider the reliability of components and systems Emerging application areas, such as: Robotics Mechatronics Computers for computer-aided design, manufacturing, and control of various industrial processes Space vehicles and aircraft, ships, and traffic Biomedical systems National economies Power systems Agriculture Natural resources.
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