DocumentCode :
821236
Title :
Optimal inputs and sensitivites for nonlinear process parameter estimation using imbedding techniques
Author :
Georganas, Nicolaos D.
Author_Institution :
University of Ottawa, Ottawa, Ontario, Canada
Volume :
21
Issue :
3
fYear :
1976
fDate :
6/1/1976 12:00:00 AM
Firstpage :
415
Lastpage :
417
Abstract :
It has been shown [2], [3] that for parameter estimation of a dynamical system with a limited number of measurements, the use of inputs maximizing the sensitivity of the states with respect to the parameters increases the accuracy of the estimation. In this correspondence the continuation method is used both for determining the optimal inputs and estimating the unknown parameters. A simple example demonstrates the approach.
Keywords :
Nonlinear systems, continuous-time; Parameter estimation; Boundary value problems; Control systems; Councils; Differential equations; Linear systems; MIMO; Parameter estimation; State estimation; State feedback; Sufficient conditions;
fLanguage :
English
Journal_Title :
Automatic Control, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9286
Type :
jour
DOI :
10.1109/TAC.1976.1101215
Filename :
1101215
Link To Document :
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