Title :
Theoretical and numerical results for parameter estimation in nonlinear elastomers
Author :
Banks, H.T. ; Pinter, Gabriella A. ; Gilliam, David S.
Author_Institution :
Center for Res. in Sci. Comput., North Carolina State Univ., Raleigh, NC, USA
Abstract :
In this paper we present an approximation framework and theoretical convergence results for a class of parameter estimation problems for general abstract nonlinear hyperbolic systems. Included as special cases are convergence results for general approximation families for the forward solution of the nonlinear systems. These systems include as a special case those modeling a large class of nonlinear elastomers. Numerical results are presented to illustrate the convergence of spline based methods in the context of the approximation framework
Keywords :
convergence; distributed parameter systems; elastomers; nonlinear systems; parameter estimation; splines (mathematics); approximation framework; nonlinear elastomers; nonlinear hyperbolic systems; parameter estimation; spline based method convergence; Displacement measurement; Least squares approximation; Mathematics; Nonlinear systems; Parameter estimation; Q measurement; State estimation; State-space methods; Time measurement; Velocity measurement;
Conference_Titel :
Decision and Control, 1997., Proceedings of the 36th IEEE Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4187-2
DOI :
10.1109/CDC.1997.652437