Use of the MATLAB® System Identification Toolbox® for the creation of specialized software for parameters identification

Abstract

This article shows the possibilities of creating a specialized program in the MATLAB® environment using the functions contained in the SIT (System Identification Toolbox®) library. These functions are used for the parameter identification of human pilot behaviour model during flight control on the X-Plane flight simulator. Based on the obtained results, an application with a graphical user interface for the identification of selected data was created. An analysis of the individual identification methods for selected data was performed in this application considering the set parameters and including the presentation of possible improvements in the achieved results. Correct function of the created program, which is published in the diploma thesis of the first author, was subsequently verified by comparing the achieved results of the program and directly using the SIT library for identical input data.