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ISSN: 2333-9721
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Identification of Structure and Parameter Invariants for Multivariable Stochastic Linear Systems
随机多变量系统的结构与参数不变量辨识

Keywords: Multivariable systems,structure invariants,system identification,parameter estimation
多变量系统
,结构不变量,系统辨识,参数估计

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Abstract:

Firstly, this paper introduces the optimal input vector for identifying Markov parameter matrices of multivariable linear systems with correlation analysis method. Based on all of the estimated Markov parameters, then, a recursive algorithm is derived for identifying the Kronecker invariants and parameter invariants of multivariable linear systems in the presence of colored noises.

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