基于动态事件触发和自触发协议的非线性多智能体系统的约定时间一致性

IF 6.4 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Meilin Li;Kai Zhang;Yang Liu;Fazhi Song;Tieshan Li
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引用次数: 0

摘要

针对一类具有权衡性能的非线性多智能体系统,提出了动态事件触发协议和自触发协议来实现约定时间一致性。首先,联合设计动态事件触发控制协议和时变参数,实现约定时间一致性;其次,进一步设计了动态自触发控制协议,避免了对系统状态的连续监控。所设计的控制协议既能保证避免芝诺现象,又允许在指定时间和事件间时间之间进行动态调整。特别地,当每个agent都是一个积分器系统时,最小事件间时间可以被设计成一个任意大的有界常数。最后,通过实例验证了所设计算法的有效性。从业人员注意:由于这种类型的非线性系统可以描述系统动力学中的非线性特征,一些复杂的实际系统,如单链接机械手系统和电气子系统动力学系统可以建模为这种系统。随着控制系统精度要求的不断提高,允许任意预定收敛时间的规定时间控制已被应用于许多时间要求严格的领域,如导弹制导和紧急制动。另一方面,在工程应用中,多智能体系统往往受到有限通信资源的限制。为了解决这个问题,本文引入了一种动态事件触发机制。与一般控制策略相比,动态事件触发机制可以有效地节约通信资源。另外,为了避免对系统状态的连续监控,还设计了相应的自触发机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Prescribed-Time Consensus of Nonlinear Multi-Agent Systems by Dynamic Event-Triggered and Self-Triggered Protocol
This article proposes the dynamic event-triggered and self-triggered protocols to achieve the prescribed-time consensus of a class of nonlinear multi-agent systems with a trade-off performance. Firstly, a dynamic event-triggered control protocol and a time-varying parameter are jointly designed to accomplish the prescribed-time consensus. Secondly, a dynamic self-triggered control protocol is further designed to avoid continuous monitoring of the system states. The designed control protocols both can ensure the avoidance of the Zeno phenomenon and allow for dynamic adjustment between the specified time and the inter-event time. Specially, the minimum inter-event time can be designed as an arbitrarily large bounded constant when every agent is an integrator system. Finally, an example system is utilized to demonstrate the effectiveness of the designed algorithms. Note to Practitioners—Since this type of nonlinear system can describe the nonlinear characteristics in the system dynamics, some complex practical systems such as single-link manipulator systems and electrical subsystem dynamics system can be modeled as such systems. As control systems demand increasing precision, prescribed-time control, which allows for arbitrarily predefined convergence times, has been applied in many time-critical fields, such as missile guidance and emergency braking. On the other hand, in engineering applications, multi-agent systems are often constrained by limited communication resources. To address this issue, this paper introduces a dynamic event-triggered mechanism. Compared with general control strategies, the dynamic event-triggered mechanism can effectively conserve communication resources. Additionally, to avoid continuous monitoring of system states, a corresponding self-triggered mechanism is also designed.
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来源期刊
IEEE Transactions on Automation Science and Engineering
IEEE Transactions on Automation Science and Engineering 工程技术-自动化与控制系统
CiteScore
12.50
自引率
14.30%
发文量
404
审稿时长
3.0 months
期刊介绍: The IEEE Transactions on Automation Science and Engineering (T-ASE) publishes fundamental papers on Automation, emphasizing scientific results that advance efficiency, quality, productivity, and reliability. T-ASE encourages interdisciplinary approaches from computer science, control systems, electrical engineering, mathematics, mechanical engineering, operations research, and other fields. T-ASE welcomes results relevant to industries such as agriculture, biotechnology, healthcare, home automation, maintenance, manufacturing, pharmaceuticals, retail, security, service, supply chains, and transportation. T-ASE addresses a research community willing to integrate knowledge across disciplines and industries. For this purpose, each paper includes a Note to Practitioners that summarizes how its results can be applied or how they might be extended to apply in practice.
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