基于轨道对称性的扰动系统观测器设计方法

S. Battilotti
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引用次数: 0

摘要

我们提出了一个基于轨道对称性的几何条件下具有扰动的非线性系统全局观测器的设计框架。在一些额外的限制下,这些基于轨道对称性的条件归结为几何均匀性(在无穷远处)条件。我们的观测器是第一个滤波器、一个状态范数估计器和由第一个滤波器自适应调谐的第二个滤波器的组合结果,与现有文献相比,它具有完全新颖的结构,继承了基于轨道对称性的条件。第二种滤波器自适应地利用系统轨道对称性的特性,首先将状态估计转向接近状态轨迹,然后局部作用,从而获得全局收敛特性。
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An orbital symmetry-based approach to observer design for systems with disturbances
We propose a framework for designing global observers for nonlinear systems with disturbances under geometric conditions based on orbital symmetries. Under some additional restrictions these orbital symmetry-based conditions boil down to geometric homogeneity (at infinity) conditions. Our observers are the result of the combination of a first filter, a state norm estimator, with a second filter adaptively tuned by the first and when compared with the existing literature have a completely novel structure, inherited by the orbital symmetry-based conditions. The second filter adaptively exploits the properties of orbital symmetries of the system to achieve global convergence properties by steering, first, the state estimate close to the state trajectory and acting locally afterwards.
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