Title :
Approaches to identification of nonlinear systems
Author_Institution :
Div. of Autom. Control, Linkoing Univ., Linköing, Sweden
Abstract :
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.
Keywords :
identification; nonlinear systems; mature topic; nonlinear systems; system Identification; Atmospheric modeling; Kernel; Machine learning; Manifolds; Mathematical model; Polynomials; Wavelength division multiplexing; Black Box; Estimation; Gray Box; Manifold Learning; Nonlinear Models; Nonparametric Methods; System Identification;
Conference_Titel :
Control Conference (CCC), 2010 29th Chinese
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-6263-6
