IEEJ Transactions on Electronics, Information and Systems
Online ISSN : 1348-8155
Print ISSN : 0385-4221
ISSN-L : 0385-4221
Identification of Linear System with Time Delay and Unknown Order
Kenichi HaradaYasuhide KobayashiTsuyoshi Okita
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2002 Volume 122 Issue 6 Pages 957-963

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Abstract
This paper proposes the system identification method for linear system with time delay and unknown order. We hypothesize some candidate models which have different order, because system order is unknown. In each model, we estimate the model's parameters based on maximum likelihood method by using non-linear optimization technique. Then both local optimization technique and global search method are used because the estimated parameters may fall into local minimum. After all candidate model's parameters are estimated, one model is selected among these models to estimate system order by using a posteriori probability based on Bayes' theorem. Finally, the validity of proposed method is shown by numerical example.
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