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Control of Equilibria for Nonlinear Stochastic Discrete-Time Systems

机译:非线性随机离散系统的平衡控制

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摘要

We consider a nonlinear discrete-time control system forced by stochastic disturbances. The problem addressed is a design of the feedback regulator that stabilizes an equilibrium of the closed-loop deterministic system and synthesizes a required dispersion of random states for corresponding stochastic system. To solve this problem we develop a method based on the stochastic sensitivity matrix technique. Main results of this technical note concern the synthesis of the stochastic sensitivity matrix, a geometric description of attainability set, and constructive design of regulator parameters. The effectiveness of the proposed approach is demonstrated on the stochastic Henon model. Using our technique we provide a low level of sensitivity for stochastically forced equilibria and suppress both regular and chaotic oscillations.
机译:我们考虑由随机干扰强迫的非线性离散时间控制系统。解决的问题是反馈调节器的设计,该设计稳定了闭环确定性系统的平衡,并为相应的随机系统合成了所需的随机状态色散。为了解决这个问题,我们开发了一种基于随机灵敏度矩阵技术的方法。本技术说明的主要结果涉及随机灵敏度矩阵的合成,可达到性集的几何描述以及调节器参数的结构设计。随机Henon模型证明了该方法的有效性。使用我们的技术,我们为随机强迫平衡提供了较低的灵敏度,并抑制了规则振动和混沌振动。

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