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Computation of the MIMO Volterra frequency response functions of nonlinear systems

机译:非线性系统的MIMO Volterra频率响应函数的计算

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摘要

A new and efficient algorithm for computing the higher order Multiple-Input, Multiple-Output (MIMO) Volterra frequency response functions (FRFs) from nonlinear time domain parametric models is presented. Recently developed MIMO harmonic probing techniques are applied to a general class of nonlinear MIMO differential, or difference equation models in order to obtain algebraic expressions relating the parameters of the time-domain system to the desired MIMO Volterra FRFs. The FRFs for any specific system of interest can then be written directly by substitution of model parameters. The expressions also reveal the structure of the resultant MIMO Volterra FRFs providing insight into system behaviour. The method is readily automated in software, and results are illustrated by means of an example.
机译:提出了一种新的高效算法,用于从非线性时域参数模型计算高阶多输入多输出(MIMO)Volterra频率响应函数(FRF)。为了获得将时域系统的参数与所需MIMO Volterra FRF相关联的代数表达式,最近开发的MIMO谐波探测技术被应用于一类通用的非线性MIMO差分或差分方程模型。然后,可以通过替换模型参数直接编写针对任何特定感兴趣系统的FRF。这些表达式还揭示了所得MIMO Volterra FRF的结构,从而深入了解了系统行为。该方法易于在软件中自动化,并且通过示例来说明结果。

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