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.

Issue

Section

Articles