Title :
Aspects on the interpretation of disturbances in system identification
Author :
Xie, Liang-Liang ; Ljung, Lennart
Author_Institution :
Inst. of Syst. Sci., Acad. Sinica, Beijing, China
Abstract :
The paper contains a discussion about what results about the quality of an estimated model can be achieved, if no probabilitic assumptions are introduced. Several technical results that illustrate possibilities and difficulties are also given
Keywords :
convergence; optimisation; parameter estimation; convergence; ensemble properties; estimated model quality; experiment design; optimisation; parameter estimation; system identification disturbance interpretation; Convergence; Councils; Covariance matrix; Least squares methods; Parameter estimation; Recursive estimation; Stochastic processes; Stochastic resonance; System identification;
Conference_Titel :
Decision and Control, 2000. Proceedings of the 39th IEEE Conference on
Conference_Location :
Sydney, NSW
Print_ISBN :
0-7803-6638-7
DOI :
10.1109/CDC.2000.912843
