Nonlinear Identification - Identification of nonlinear systems and its applications to microwave systems.
From 01-01-2005 to 31-12-2008
Description
Identification of nonlinear dynamical system is a generic problem with a plethora of applications. At this moment a generally accepted "universal" theory for linear systems exists. The main drawback of this theory is the linearity assumption, which is not valid in practice. The development of a "universal" theory for nonlinear modelling is not (yet) possible. In this project, the class of linear systems is extended to the class of nonlinear systems with the restriction that a periodical input results in a periodical output with the same frequency. It is a significant extension, although some typical nonlinear behaviours are excluded (period doubling, bifurcation, ...). Systems with hard saturation, discontinuities, dynamic nonlinear behaviour, ... are in this class of systems.Team
- Bart De Moor, Co-promoter
- Johan Suykens, Promoter
- Kristiaan Pelckmans, Team member
- Marcelo Rodrigo Espinoza Tapia, Team member
- Tillmann Falck, Team member
Financing
Funding: FWO - Research Foundation - Flanders
Program/Grant Type: FWO Research Grant - FWO Research Grant
Events
2/09/2024:
PhD defense - Martijn Oldenhof
Machine Learning for Advanced Chemical Analysis and Structure Recognition in Drug Discovery
3/09/2024:
Meet the Jury Igor Tetko on Advanced Machine Learning in Drug Discovery
12/09/2024:
Multimodal analysis of cell-free DNA for sensitive cancer detection in low-coverage and low-sample settings
Seminar by Antoine Passemiers
News
STADIUS Alumni Herman Verrelst – new CEO of Biocartis
08 June 2017
Herman Verrelst, the founder of KU Leuven spin-off Cartagenia, who has been working in Silicon Valley, US for the last few years will be returning to Belgium to follow the steps of Rudi Pauwels as CEO of the Belgian diagnostic company, Biocartis.
Supporting healthcare policymaking via machine learning – batteries included!
29 May 2017
STADIUS takes the lead in the data analytics efforts in an ambitious European Project MIDAS.
Marc Claesen gives an interview about his PhD for the magazine of the Faculty of Engineering Sciences "Geniaal"
10 February 2017
Did you know that in Belgium approximately one third of type 2 diabetes patients are unaware of their condition?
Joos Vandewalle is nieuwe voorzitter KVAB
09 October 2016
Op 5 oktober 2016 heeft de Algemene Vergadering van de Academie KVAB Joos Vandewalle verkozen tot voorzitter van de KVAB.