IDENTIFICATION OF LINEAR SYSTEMS IN THE PRESENCE OF NONLINEAR DISTORTIONS

Authors

  • J. Shoukens
  • L. Monticelli
  • Y. Rolain

Abstract

A method is presented to measure and identify a linear system in the presence of nonlinear distortions. The method is based on a two-step approach. In the first step the influence of nonlinear systems up to degree 4 is eliminated. In the second step the remaining linear system is identified using a weighted least squares method. The kernel of the proposed technique is the excitation of the system with a pure sinusoid. Special attention is paid to the elimination of higher harmonics in the excitation signal which are due to the nonlinear load of the generator.

Keywords:

system identification; nonlinear systems; Volterra series.

How to Cite

Shoukens, J., Monticelli, L., Rolain, Y. “IDENTIFICATION OF LINEAR SYSTEMS IN THE PRESENCE OF NONLINEAR DISTORTIONS ”, Periodica Polytechnica Electrical Engineering, 36(3-4), pp. 185–196, 1992.

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Section

Articles