Non linear system identification : a state -space approach

V. Verdult

    Research output: ThesisPhD Thesis - Research UT, graduation UT

    335 Downloads (Pure)

    Abstract

    In this thesis, new system identication methods are presented for three particular types of nonlinear systems: linear parameter-varying state-space systems, bilinear state-space systems, and local linear state-space systems. Although most work on nonlinear system identication deals with nonlinear input-output descriptions, this thesis focuses on state-space descriptions. State-space systems are considered, because they are especially suitable for dealing with multiple inputs and outputs, and they usually require less parameters to describe a system than input-output descriptions do. Equally important, the starting point of many nonlinear control methods is a state-space model of the system to be controlled.
    Original languageUndefined
    Supervisors/Advisors
    • Verhaegen, M.H.G., Supervisor
    Award date1 Mar 2002
    Place of PublicationEnschede
    Publisher
    Print ISBNs90-365-1717-6
    Publication statusPublished - 1 Mar 2002

    Keywords

    • METIS-206525
    • IR-38684

    Cite this

    Verdult, V. (2002). Non linear system identification : a state -space approach. Enschede: Twente University Press (TUP).