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Input delay compensation of nonlinear stochastic systems with both state and input delays by prediction approach

机译:具有状态和输入时滞的非线性随机系统的输入时延补偿预测方法

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摘要

In this study, we present an extension of the prediction scheme (dynamic control) for nonlinear stochastic systems with both input and state delays. The stochastic system includes multiplicative noise and it is modelled as Ito stochastic differential equation. Input delay is considered to be equal or less than state delay and both delays are considered to be constant. At first, a new formula for prediction of the system's state is presented and then by means of this prediction vector, control input is constructed. To calculate the stabilising gain of the predictive controller, some sufficient delay-independent conditions in the form of linear matrix inequality are presented. Finally, simulation examples are given to illustrate the effectiveness of the proposed approach.
机译:在这项研究中,我们提出了具有输入和状态时滞的非线性随机系统的预测方案(动态控制)的扩展。随机系统包含乘性噪声,并建模为伊藤随机微分方程。输入延迟被认为等于或小于状态延迟,并且两个延迟都被认为是恒定的。首先,提出了一种用于预测系统状态的新公式,然后借助此预测矢量来构造控制输入。为了计算预测控制器的稳定增益,以线性矩阵不等式的形式给出了一些足够的与延迟无关的条件。最后,通过仿真实例说明了该方法的有效性。

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