具有周期性扰动的网络化 MAS 的自适应饱和双位触发双方共识控制:一种低计算量方法

IF 1.6 4区 计算机科学 Q3 AUTOMATION & CONTROL SYSTEMS IMA Journal of Mathematical Control and Information Pub Date : 2024-02-27 DOI:10.1093/imamci/dnae002
Wenjing Wu, Liang Zhang, Yuhang Wu, Heng Zhao
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引用次数: 0

摘要

本文研究了具有周期性干扰和输入饱和的网络多代理系统族的双向跟踪控制问题。本文提出了一种低计算量的双位触发自适应控制策略,以实现精确的轨迹跟踪并保持闭环信号的有界性。与现有成果相比,首先,本文考虑了多代理系统中合作与竞争并存的问题,这代表了一种更常见的情况;其次,避免了复杂度爆炸问题,没有引入任何辅助滤波器,使我们的成果更适用,复杂度更低;第三,利用傅里叶级数展开的函数近似器和径向基函数神经网络对时变周期性干扰函数进行建模;最后,与传统的事件触发控制不同,本文进一步探讨了控制信号传输位数的问题,以节约系统传输资源。对比仿真结果表明了所提方法的优势。
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Adaptive saturated two-bit-triggered bipartite consensus control for networked MASs with periodic disturbances: a low-computation method
This paper investigates the bipartite tracking control problem for a family of networked multi-agent systems with periodic disturbances as well as input saturation. A low-computation two-bit-triggered adaptive control strategy is proposed to achieve precise trajectory tracking and maintain the boundedness of the closed-loop signals. Compared with the existing results, first, this paper considers the problems for the coexistence of cooperation and competition in multi-agent systems, which represents a more common situation; secondly, the explosion of complexity issue is avoided without introducing any auxiliary filters, making our result more applicable and less complex; thirdly, a function approximator incorporating Fourier series expansion and a radial basis function neural network is utilized to model time-varying periodic disturbance functions and lastly, unlike traditional event-triggered control, the issue of controlling signal transmission bits is further explored to conserve system transmission resources. The result from a comparative simulation illustrates the advantages of the proposed method.
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来源期刊
CiteScore
3.30
自引率
6.70%
发文量
33
审稿时长
>12 weeks
期刊介绍: The Journal is to provide an outlet for papers which are original and of high quality in mathematical control theory, systems theory, and applied information sciences. Short papers and mathematical correspondence or technical notes will be welcome, although the primary function of the journal is to publish papers of substantial length and coverage. The emphasis will be upon relevance, originality and clarify of presentation, although timeliness may well be an important feature in acceptable papers. Speculative papers that suggest new avenues for research or potential solutions to unsolved problems of control and information theory will be particularly welcome. Specific application papers will not normally be within the remit of the journal. Applications that illustrate techniques or theories will be acceptable. A prime function of the journal is to encourage the interplay between control and information theory and other mathematical sciences. All submitted papers will be judged on their merits by at least two referees and a full paper report will be available to the intending authors. Submitted articles will in general be published in an issue within six months of submission. Papers should not have previously published, nor should they be undes consideration for publication in another journal. This Journal takes publication ethics very seriously. If misconduct is found or suspected after the manuscript is published, the journal will investigate the matter and this may result in the article subsequently being retracted.
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