The method to identify the inner structure of a kind of nonlinear systems with sinusoid signals

Ping Zhang, Yamin Song
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Abstract

A method is described to identify the inner structure of open-loop nonlinear systems using Volterra kernels in the frequency domain. By applying Volterra functional series theory to the systems, one can obtain a criterion for the inner structure of nonlinear systems which contain only one nonlinearity. When the input is a single-frequency sinusoid signal, one can divide this system into five kinds through measuring the Mf loci. After it is shown that the system has an open-loop structure, various models are discussed, and it is proved that the relations between the Volterra kernels of these models can help one to identify the inner structure in more detail.<>
研究一类含正弦信号的非线性系统的内部结构辨识方法
介绍了一种利用频域Volterra核辨识开环非线性系统内部结构的方法。将Volterra泛函级数理论应用到系统中,可以得到只包含一个非线性的非线性系统内部结构的判据。当输入为单频正弦波信号时,通过测量其Mf轨迹可将系统分为五类。在证明系统具有开环结构后,讨论了各种模型,并证明了这些模型的Volterra核之间的关系可以帮助人们更详细地识别内部结构
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