Approaches to Identification of Nonlinear Systems
2010 (English)In: Proceedings of the 29th Chinese Control Conference, 2010Conference paper (Refereed)
System Identification for linear systems and models is a well established and mature topic. Identifying nonlinear models is a much more rich and demanding problem area. In this presentation some major approaches and concepts for that are outlined.
Place, publisher, year, edition, pages
System identification, Nonlinear models, Manifold learning, Estimation, Nonparametric, Nonparametric methods, Gray box, Black box
IdentifiersURN: urn:nbn:se:liu:diva-95573ISBN: 978-1-4244-6263-6OAI: oai:DiVA.org:liu-95573DiVA: diva2:636157
29th Chinese Control Conference, Beijing, China, 29-31 July, 2010
FunderSwedish Research CouncilSwedish Foundation for Strategic Research