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Applications of contraction analysis

机译:收缩分析的应用

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摘要

Contraction analysis derives new results in nonlinear system analysis using methods inspired from fluid mechanics and differential geometry. Elementary continuum tools are recast in a general system context and lead to a differential convergence analysis, which may be viewed as a generalization of the classical Krasovkii theorem and, more loosely, of linear eigenvalue analysis. One feature is that convergence and limit behavior are in a sense treated separately, leading to significant conceptual and design simplification. After reviewing the approach, this paper details how it can be applied to globally convergent observer designs for nonlinear mechanical systems, and briefly discusses other potential applications.
机译:收缩分析使用受流体力学和微分几何启发的方法在非线性系统分析中获得新结果。基本连续统工具在一般的系统环境中进行了重新铸造,并导致了差分收敛分析,这可以看作是经典Krasovkii定理的概括,更广泛地说是线性特征值分析的概括。一个特征是,从某种意义上说,收敛和极限行为是分开对待的,这导致了概念和设计上的显着简化。在回顾了该方法之后,本文详细介绍了如何将其应用于非线性机械系统的全局收敛观测器设计,并简要讨论了其他潜在应用。

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