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Chaos synchronization in noisy environment using nonlinear filtering and sliding mode control

机译:使用非线性滤波和滑模控制的嘈杂环境中的混沌同步

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This paper presents an algorithm for synchronizing two different chaotic systems, using a combination of the extended Kalman filter and the sliding mode controller. It is assumed that the drive chaotic system has a random excitation with a stochastically chaotic behavior. Two different cases are considered in this study. At first it is assumed that all state variables of the drive system are available, i.e. complete state measurement, and a sliding mode controller is designed for synchronization. For the second case, it is assumed that the output of the drive system does not contain the whole state variables of the drive system, and it is also affected by some random noise. By combination of extended Kalman filter and the sliding mode control, a synchronizing control law is proposed. As a case study, the presented algorithm is applied to the Lur’e-Genesio chaotic systems as the drive-response dynamic systems. Simulation results show the good performance of the algorithm in synchronizing the chaotic systems in presence of noisy environment.
机译:本文提出了一种使用扩展卡尔曼滤波器和滑模控制器的组合来同步两个不同混沌系统的算法。假设驱动混沌系统具有随机激励,具有随机混沌行为。本研究考虑了两种不同的情况。首先,假设驱动系统的所有状态变量均可用,即完整的状态测量,并且将滑模控制器设计为同步。对于第二种情况,假定驱动系统的输出不包含驱动系统的整个状态变量,并且还受到一些随机噪声的影响。结合扩展卡尔曼滤波器和滑模控制,提出了一种同步控制律。作为案例研究,本文提出的算法作为驱动响应动态系统应用于Lur'e-Genesio混沌系统。仿真结果表明,该算法在嘈杂环境下同步混沌系统具有良好的性能。

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