Title :
Estimation of multiple parameters in dynamical systems
Author :
Rao, Chinmay ; Mukherjee, Kushal ; Sarkar, Soumik ; Ray, Asok
Author_Institution :
Pennsylvania State Univ., University Park, PA
Abstract :
This paper addresses the problem of multiple parameter estimation in dynamical systems, where the solution algorithm is built upon the principles of extracting statistical information contents or patterns in the framework of symbolic domain filtering. The proposed algorithm has been tested for estimation of two slowly varying parameters in an active electronic system that is constructed in the classical Duffing equation setting.
Keywords :
parameter estimation; time-varying systems; Duffing equation; active electronic system; dynamical systems; multiple parameter estimation; symbolic domain filtering; Automata; Control systems; Data mining; Equations; Filtering algorithms; Information filtering; Nonlinear dynamical systems; Parameter estimation; State estimation; System identification; Parameter Estimation; Symbolic Dynamics; Tsallis Thermodynamics;
Conference_Titel :
American Control Conference, 2008
Conference_Location :
Seattle, WA
Print_ISBN :
978-1-4244-2078-0
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2008.4586671