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OALib Journal期刊
ISSN: 2333-9721
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Identifiability and Identification Algorithms of Non-Minimum Pahse Linear Systems--Stationary Input
非最小相位线性系统的可辨识性及辨识方法——平稳输入

Keywords: Stochastic systems,system identification,deconvolution
系统辨识
,断续系统,平稳输入

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Abstract:

In this paper the identifiability and identification algorithms for the non-minimum phase linear system with unmeasurable stationary input are discussed. The uncorrelation fill n-th order called n-th order uncorrelation is defined, where n is greater than or equal to two. Its retation with commulants till n-th order is proven. This is the generalization of the relation between the traditional uncorrelation and covariance. Based on these definitions and the relations, the original contraint of the input of mutual independence and identical distribution is removed for the identifiability of the system. The entropy is introduced and the identifiability theorem is given when the entropy function is used to identify the system. Simulation is made and it verifies the correctness of theory and algorithms given in this paper.

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