Switching Event-Triggered Protocol for Fuzzy Singularly Perturbed Systems Under Random Sampling Periods

IF 11.9 1区 计算机科学 Q1 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE
Jun Cheng;Jianlin Bai;Mengzhuo Luo;Michael Basin;Zhiguo Yan;Huaicheng Yan
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引用次数: 0

Abstract

The study focuses on the problem of switching event-triggered protocol control for fuzzy singularly perturbed systems under random sampling. The nonuniform sampling of the model is characterized by introducing a random variable obeying the Markov process. Next, to reduce the network transmission burden, a novel switching event-triggered protocol is proposed, which can dynamically adjust the triggering parameters based on the time interval between the current sampling instant and the previous sampling instant. Meanwhile, a switching fuzzy event triggered controller is devised, by jointly triggering state information. In addition, a set of sufficient conditions is derived to ensure the finite-time stability of the closed-loop system. The effectiveness and advantages of the proposed methodology are validated through both a numerical simulation and a practical example, demonstrating its feasibility and superiority.
随机采样周期下模糊奇摄动系统的交换事件触发协议
研究了随机采样条件下模糊奇摄动系统的切换事件触发协议控制问题。通过引入服从马尔可夫过程的随机变量来表征模型的非均匀抽样。其次,为了减少网络传输负担,提出了一种新的交换事件触发协议,该协议可以根据当前采样时刻与前一个采样时刻之间的时间间隔动态调整触发参数。同时,通过联合触发状态信息,设计了切换模糊事件触发控制器。此外,还导出了一组保证闭环系统有限时间稳定的充分条件。通过数值模拟和算例验证了该方法的有效性和优越性,证明了该方法的可行性和优越性。
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来源期刊
IEEE Transactions on Fuzzy Systems
IEEE Transactions on Fuzzy Systems 工程技术-工程:电子与电气
CiteScore
20.50
自引率
13.40%
发文量
517
审稿时长
3.0 months
期刊介绍: The IEEE Transactions on Fuzzy Systems is a scholarly journal that focuses on the theory, design, and application of fuzzy systems. It aims to publish high-quality technical papers that contribute significant technical knowledge and exploratory developments in the field of fuzzy systems. The journal particularly emphasizes engineering systems and scientific applications. In addition to research articles, the Transactions also includes a letters section featuring current information, comments, and rebuttals related to published papers.
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