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Projective synchronization of two different fractional-order chaotic systems via adaptive fuzzy control

机译:基于自适应模糊控制的两个不同分数阶混沌系统的投影同步

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摘要

In this paper, the projective synchronization problem of two fractional-order different chaotic (or hyperchaotic) systems with both uncertain dynamics and external disturbances is considered. More particularly, a fuzzy adaptive control system is investigated for achieving an appropriate projective synchronization of unknown fractional-order chaotic systems. The adaptive fuzzy logic systems are used to approximate some uncertain nonlinear functions appearing in the system model. These latter are augmented by a robust control term to compensate for the unavoidable fuzzy approximation errors and external disturbances as well as residual error due to the use of the so-called e-modification in the adaptive laws. A Lyapunov approach is adopted for the design of the parameter adaptation laws and the proof of the corresponding stability as well as the asymptotic convergence of the underlying synchronization errors towards zero. The effectiveness of the proposed synchronization system is illustrated through numerical experiment results.
机译:本文考虑了具有不确定动力学和外部干扰的两个分数阶不同混沌(或超混沌)系统的投影同步问题。更具体地说,研究了一种模糊自适应控制系统,以实现未知分数阶混沌系统的适当投影同步。自适应模糊逻辑系统用于估计系统模型中出现的某些不确定的非线性函数。后者通过鲁棒的控制项进行了补充,以补偿由于在自适应定律中使用所谓的电子修改所引起的不可避免的模糊近似误差和外部干扰以及残余误差。采用Lyapunov方法设计参数自适应律,并证明相应的稳定性以及底层同步误差向零渐近收敛。数值实验结果表明了所提出的同步系统的有效性。

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