Final published version
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
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TY - GEN
T1 - Comparison of different approaches for robust identification of a lightly damped flexible beam
AU - Montazeri, Allahyar
AU - Esmaeilsabzali, Hadi
AU - Poshtan, Javad
AU - Jahed Motlagh, Mohammad Reza
PY - 2006/9/4
Y1 - 2006/9/4
N2 - The aim of this paper is robust identification of a lightly damped flexible beam model with parametric and nonparametric uncertainties. We examined two main approaches for robust identification which are based on deterministic and stochastic assumptions on uncertainties. In the first case uncertainties are assumed to be unknown but bounded which is known as "Set Membership" method (SM), while stochastic assumptions lead to the so-called "Stochastic Embedding" method (NSSE). In order to proper handling with the high magnitude non-parametric uncertainties the proposed methods are compared and it is shown that the combination of set membership approach with model error modelling techniques will result in superior results.
AB - The aim of this paper is robust identification of a lightly damped flexible beam model with parametric and nonparametric uncertainties. We examined two main approaches for robust identification which are based on deterministic and stochastic assumptions on uncertainties. In the first case uncertainties are assumed to be unknown but bounded which is known as "Set Membership" method (SM), while stochastic assumptions lead to the so-called "Stochastic Embedding" method (NSSE). In order to proper handling with the high magnitude non-parametric uncertainties the proposed methods are compared and it is shown that the combination of set membership approach with model error modelling techniques will result in superior results.
M3 - Conference contribution/Paper
AN - SCOPUS:84862613517
T3 - European Signal Processing Conference
SP - 1
EP - 5
BT - 2006 14th European Signal Processing Conference
PB - IEEE
T2 - 14th European Signal Processing Conference, EUSIPCO 2006
Y2 - 4 September 2006 through 8 September 2006
ER -