Work

Fast identification of Wiener‐Hammerstein systems using discrete optimisation

Year: 2014

Type: article

Abstract: A fast identification algorithm for Wiener‐Hammerstein systems is proposed. The computational cost of separating the front and the back linear time‐invariant (LTI) block dynamics is significantly improved by using discrete optimisation. The discrete optimisation is implemented as a genetic algorithm. Numerical results confirm the efficiency and accuracy of the proposed approach.

Source: Electronics Letters

DOI: 10.1049/el.2014.3649

Authors: M. Schoukens, G. Vandersteen, Y. Rolain, F. Ferranti

Institutions: Vrije Universiteit Brussel, Ghent University, iMinds

Language: English

Topic: Control Systems and Identification

Subfield: Control and Systems Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: bronze