Parametric identification of linear systems using Laplace transform |
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Authors: | B O Kachanov |
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Affiliation: | (1) Zhukovskii Air Force Engineering Academy, Moscow, Russia |
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Abstract: | Proposed was a method for identification of the transfer function coefficients of the stationary one-input one-output linear system using the Laplace images of the input and output measurements. The measurement processes are considered over the given set of values of the transformation parameter. The a posteriori density of distribution of the vector of identified parameters was determined with regard for the autocovariance functions of the measurement errors. A generalization to the multiple-input multiple-output linear system with perturbations and measurements of the state coordinates was described. |
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