Title :
Nonlinear system identification and characterization
Author :
Hunt, L.R. ; Linebarger, D.A. ; DeGroat, R.D.
Author_Institution :
Texas Univ., Richardson, TX, USA
Abstract :
Given a Volterra series representation of an input-output system, the authors present a result concerning conditions under which there exists a feedback linearizable realization of the nonlinear system. In addition, they develop a method to compute the unknown parameters in a canonical-form realization from the known Volterra kernels. A finite number of parameters can be calculated from an associated finite number of the kernels
Keywords :
identification; nonlinear systems; series (mathematics); Volterra series; characterization; feedback; input-output system; kernels; nonlinear system; system identification; Control systems; Linear feedback control systems; Linear systems; Nonlinear control systems; Nonlinear equations; Nonlinear systems; Signal processing; State feedback; State-space methods; Transfer functions;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1989. ICASSP-89., 1989 International Conference on
Conference_Location :
Glasgow
DOI :
10.1109/ICASSP.1989.266880
