Title :
Second-order correlation method for bilinear system identification
Author :
Baheti, R.S. ; Mohler, R.R. ; Spang, H.A.
Author_Institution :
General Electric Company, Schenectady, NY
Abstract :
An algorithm is developed to estimate parameters of a class of discrete-time bilinear systems using second-order correlations. The algorithm is simplified for a pseudorandom binary input signal, and least-squares method is used as a second step to improve the estimates. The method is compared with least-squares and maximum-likelihood estimation algorithms for a model of nuclear fission.
Keywords :
Correlation; Fission reactors; Linear systems; Maximum likelihood estimation; Noise measurement; Nonlinear systems; Parameter estimation; Research and development; State estimation; Stochastic systems;
Conference_Titel :
Decision and Control including the 16th Symposium on Adaptive Processes and A Special Symposium on Fuzzy Set Theory and Applications, 1977 IEEE Conference on
Conference_Location :
New Orleans, LA, USA
DOI :
10.1109/CDC.1977.271738
