Title :
Practically-motivated input sequences for nonlinear model identification
Author :
Pearson, Ronaldk ; Menold, Patrichk ; Lgower, Frankal
Author_Institution :
Inst. fur Autom., Eidgenossische Tech. Hochschule, Zurich, Switzerland
Abstract :
We consider the use of binary sequences for the identification of simple nonlinear dynamic models. The results presented illustrate the nature of the interplay between the structure of the nonlinear model, the switching probability of the binary sequence, and the variability of the resulting parameter estimates. Extension to MIMO problems are proposed
Keywords :
MIMO systems; Markov processes; binary sequences; matrix algebra; nonlinear dynamical systems; parameter estimation; probability; MIMO problems; binary sequences; input sequences; nonlinear dynamic models; switching probability; Autocorrelation; Binary sequences; Differential equations; MIMO; Parameter estimation; Random variables; Stochastic processes; Stochastic resonance; Vectors; White noise;
Conference_Titel :
American Control Conference, 1998. Proceedings of the 1998
Conference_Location :
Philadelphia, PA
Print_ISBN :
0-7803-4530-4
DOI :
10.1109/ACC.1998.703611
