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首页> 外文期刊>Mathematical Problems in Engineering: Theory, Methods and Applications >Parameter Identification and Synchronization of Uncertain Chaotic Systems Based on Sliding Mode Observer
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Parameter Identification and Synchronization of Uncertain Chaotic Systems Based on Sliding Mode Observer

机译:基于滑模观测器的不确定混沌系统参数辨识与同步

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摘要

The synchronization of nonlinear uncertain chaotic systems is investigated. We propose a sliding mode state observer scheme which combines the sliding mode control with observer theory and apply it into the uncertain chaotic system with unknown parameters and bounded interference. Based on Lyapunov stability theory, the constraints of synchronization and proof are given. This method not only can realize the synchronization of chaotic systems, but also identify the unknown parameters and obtain the correct parameter estimation. Otherwise, the synchronization of chaotic systems with unknown parameters and bounded external disturbances is robust by the design of the sliding surface. Finally, numerical simulations on Liu chaotic system with unknown parameters and disturbances are carried out. Simulation results show that this synchronization and parameter identification has been totally achieved and the effectiveness is verified very well.
机译:研究了非线性不确定混沌系统的同步性。我们提出了一种滑模状态观测器方案,该方案将滑模控制与观测器理论相结合,并将其应用于参数未知,边界有限的不确定混沌系统。基于李雅普诺夫稳定性理论,给出了同步和证明的约束条件。该方法不仅可以实现混沌系统的同步,而且可以识别未知参数并获得正确的参数估计。否则,通过滑动表面的设计,具有未知参数和有界外部干扰的混沌系统的同步将变得强大。最后,对参数和扰动未知的Liu混沌系统进行了数值模拟。仿真结果表明,该同步和参数辨识已完全实现,效果很好。

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