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Existence and design of observers for nonlinear systems: relation to distance to unobservability

机译:非线性系统观测器的存在与设计:与不可观测距离的关系

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This paper presents a systematic design methodology and some fundamental insights into observer design for the class of Lipschitz nonlinear systems. The existence of an asymptotically stable observer is shown to be guaranteed when the distance to unobservability is larger than the Lipschitz constant of the nonlinear system. An analytical solution for the observer is provided in this case. A methodology for the use of a coordinate transformation is then developed so as to reduce the Lipschitz constant and increase the distance to unobservability in the new coordinates. The methodology is directly applicable to the important class of feedback linearizable systems. The developed theory is used successfully in the design of an observer for a flexible joint robotic system. [References: 20]
机译:本文介绍了针对Lipschitz非线性系统的系统设计方法,以及对观测器设计的一些基本见解。当到不可观测的距离大于非线性系统的Lipschitz常数时,可以保证存在一个渐近稳定的观测器。在这种情况下,为观察者提供了一种分析解决方案。然后,开发了一种使用坐标变换的方法,以减少Lipschitz常数并增加新坐标中不可观测的距离。该方法直接适用于重要的一类反馈线性化系统。所开发的理论已成功用于柔性关节机器人系统的观察器设计中。 [参考:20]

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