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Nonlinear balanced realization based on singular value analysis of Hankel operators

机译:基于汉克算子奇异值分析的非线性平衡实现

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In this paper a new balanced realization method for nonlinear systems is proposed which is based on singular value analysis of Hankel operators. The proposed method balances the relationship between the input-to-state behavior and the state-to-output behavior of nonlinear dynamical systems, whereas the existing results only balance the relationship among the coordinate axes of the state-space. This result is expected to be a basis for new model reduction and system identification of nonlinear systems.
机译:在汉克算子奇异值分析的基础上,提出了一种新的非线性系统平衡实现方法。所提出的方法平衡了非线性动力系统的输入状态行为与状态输出行为之间的关系,而现有结果仅平衡了状态空间坐标轴之间的关系。预期该结果将为新模型的简化和非线性系统的系统辨识奠定基础。

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