Title :
Parameter identifiability of dynamical systems
Author :
Grewal, M.S. ; Bekey, G.A. ; Payne, H.J.
Author_Institution :
University of Southern California, Los Angeles, Californi??
Abstract :
This paper considers the identification of dynamical systems from input-output data. The problem of parameter identifiability for such systems is approached by considering whether system outputs obtained with different parameter values can be distinguished one from another. The results are stated formally by defining the notion of "output distinguishability". Parameter identifiability is then defined precisely in terms of output distinguishability. Several results concerning this approach are presented.
Keywords :
Data mining; Differential equations;
Conference_Titel :
Decision and Control including the 13th Symposium on Adaptive Processes, 1974 IEEE Conference on
Conference_Location :
Phoenix, AZ, USA
DOI :
10.1109/CDC.1974.270479