异构多智能体系统的精确规定时间输出一致性:一种有界时变增益方法

IF 5.9 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Hongpeng Li , Xinchun Jia , Suna Duan , Xiaobo Chi
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引用次数: 0

摘要

在本文中,我们开发了一种有界时变增益方法,由基于时基发生器(TBG)的观测器和切换控制器组成,以实现异构多智能体系统(MASs)精确的规定时间输出一致性。首先,为每个agent设计基于tbg的观测器来估计leader的状态,并且可以任意预先设定准确的估计时间。其次,设计了一种开关控制器,该控制器集成了基于tbg的时变反馈和分数阶反馈,在规定时间之前具有预定的切换瞬间。在此切换控制器下,无论智能体的初始状态和控制参数如何,均能实现异构质量精确的规定时间输出一致性。TBG增益在规定时间间隔内的有界特性保证了所提出的切换控制器的非奇异性,避免了时变增益无界的数值计算问题。引入控制优化算法选择最优切换时刻,以最小的控制努力解决异构质量精确的规定时间输出一致性问题。值得注意的是,该方法不需要对所有智能体的规定时间间隔和状态变量进行时间尺度变换,简化了分析过程。最后通过仿真算例对理论结果进行了验证。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Accurate prescribed-time output consensus of heterogeneous multi-agent systems: A bounded time-varying gain approach
In this paper, we develop a bounded time-varying gain approach, consisting of a time base generator (TBG)-based observer and a switching controller, to achieve the accurate prescribed-time output consensus for heterogeneous multi-agent systems (MASs). First, the TBG-based observer is designed for each agent to estimate the leader’s state, and the accurate estimation time can be pre-set arbitrarily. Next, a switching controller is designed, which integrates a TBG-based time-varying feedback and a fractional-order feedback, with a pre-determined switching instant before a prescribed time. Under this switching controller, the accurate prescribed-time output consensus of heterogeneous MASs is achieved, irrespective of agents’ initial states and control parameters. The bounded nature of the TBG gain within the prescribed time interval ensures that the proposed switching controller is non-singular, avoiding the numerical calculation problem associated with unbounded time-varying gains. Moreover, a control optimization algorithm is introduced to select the optimal switching instant, thus solving the accurate prescribed-time output consensus for heterogeneous MASs with minimal control effort. Notably, the proposed approach does not require a temporal scale transformation of the prescribed time intervals and state variables of all agents, simplifying the analysis process. Finally, the theoretical results are validated through a simulation example.
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来源期刊
Automatica
Automatica 工程技术-工程:电子与电气
CiteScore
10.70
自引率
7.80%
发文量
617
审稿时长
5 months
期刊介绍: Automatica is a leading archival publication in the field of systems and control. The field encompasses today a broad set of areas and topics, and is thriving not only within itself but also in terms of its impact on other fields, such as communications, computers, biology, energy and economics. Since its inception in 1963, Automatica has kept abreast with the evolution of the field over the years, and has emerged as a leading publication driving the trends in the field. After being founded in 1963, Automatica became a journal of the International Federation of Automatic Control (IFAC) in 1969. It features a characteristic blend of theoretical and applied papers of archival, lasting value, reporting cutting edge research results by authors across the globe. It features articles in distinct categories, including regular, brief and survey papers, technical communiqués, correspondence items, as well as reviews on published books of interest to the readership. It occasionally publishes special issues on emerging new topics or established mature topics of interest to a broad audience. Automatica solicits original high-quality contributions in all the categories listed above, and in all areas of systems and control interpreted in a broad sense and evolving constantly. They may be submitted directly to a subject editor or to the Editor-in-Chief if not sure about the subject area. Editorial procedures in place assure careful, fair, and prompt handling of all submitted articles. Accepted papers appear in the journal in the shortest time feasible given production time constraints.
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