System identification: theory for the user
System identification: theory for the user
The Laplace Image of Random Processes and Nonparametric Identification of Continuous Systems
Automation and Remote Control
Symmetric Laplace transform and its application to parametric identification of linear systems
Automation and Remote Control
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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.