A preliminary study on Optimal Input Design for Nonlinear Systems

Research output: Chapter in Book/Report/Conference proceedingMeeting abstract (Book)

9 Citations (Scopus)

Abstract

An initial study is made on the optimal input design for Wiener systems that consists of a 2-tap FIR filter, followed by a polynomial nonlinearity. A design method, based on the dispersion function, is introduced, in order to find an optimal set of elementary designs. For the considered Wiener system, it is shown that these elementary designs are couples of successive input values. However, concatenation of these elementary designs is not straight forward. By imposing symmetry conditions on the total design, a solution is obtained that can be realized as a time sequence and that is optimal in the subspace of symmetric designs.
Original languageEnglish
Title of host publicationPresentation of a poster at ERNSI 2013 (European Research Network on System Identification), Nancy, France
Publication statusPublished - 22 Sep 2013
EventUnknown -
Duration: 22 Sep 2013 → …

Conference

ConferenceUnknown
Period22/09/13 → …

Keywords

  • system identification
  • optimal input design
  • dispersion function

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