Synchronization of a New Chaotic System Using Adaptive Control: Design and Experimental Implementation

IF 1.7 4区 工程技术 Q2 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS Complexity Pub Date : 2023-04-29 DOI:10.1155/2023/2881192
Alfredo Roldán-Caballero, J. Humberto Pérez-Cruz, Eduardo Hernández-Márquez, José Rafael García-Sánchez, Mario Ponce-Silva, Jose de Jesus Rubio, Miguel Gabriel Villarreal-Cervantes, Jesús Martínez-Martínez, Enrique García-Trinidad, Alejandro Mendoza-Chegue
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Abstract

This paper presents the design of an adaptive controller that solves the synchronization control problem of two identical Nwachioma chaotic systems in a master-slave configuration. The closed-loop stability is guaranteed by means of a Lyapunov-like analysis. With the aim of verifying the feasibility and performance of the proposed approach, a comparison with an active control algorithm is developed at the numerical simulation level. Based on such results, the master-slave Nwachioma chaotic system in closed-loop with adaptive control is now being experimentally tested by using two personal computers and two low-cost Arduino UNO boards. The experimental results not only show the good performance of the adaptive control but also that Arduino UNO boards are an excellent option for the experimental setup.

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基于自适应控制的新型混沌系统同步:设计与实验实现
本文设计了一种自适应控制器,用于解决主从结构下两个相同Nwachioma混沌系统的同步控制问题。通过类李雅普诺夫分析保证了闭环的稳定性。为了验证该方法的可行性和性能,在数值仿真层面上与主动控制算法进行了比较。在此基础上,利用两台个人电脑和两块低成本Arduino UNO板,对主从自适应闭环Nwachioma混沌系统进行了实验测试。实验结果不仅显示了自适应控制的良好性能,而且还表明Arduino UNO板是实验设置的绝佳选择。
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来源期刊
Complexity
Complexity 综合性期刊-数学跨学科应用
CiteScore
5.80
自引率
4.30%
发文量
595
审稿时长
>12 weeks
期刊介绍: Complexity is a cross-disciplinary journal focusing on the rapidly expanding science of complex adaptive systems. The purpose of the journal is to advance the science of complexity. Articles may deal with such methodological themes as chaos, genetic algorithms, cellular automata, neural networks, and evolutionary game theory. Papers treating applications in any area of natural science or human endeavor are welcome, and especially encouraged are papers integrating conceptual themes and applications that cross traditional disciplinary boundaries. Complexity is not meant to serve as a forum for speculation and vague analogies between words like “chaos,” “self-organization,” and “emergence” that are often used in completely different ways in science and in daily life.
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