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Title: Consistency analysis of kalman filter for modal analysis of structures
Authors: Tanyer, İlker
Özen, Serdar
Dönmez, Cemalettin
Altınkaya, Mustafa Aziz
Publisher: Institute of Electrical and Electronics Engineers Inc.
Abstract: In this paper, Consistency Analysis of Kalman Filter for Modal Analysis of Structural Systems is made. As a future work, A fundamental Modal Analysis algorithm, Eigensystem Realization Algorithm(ERA) will be used with Kalman filters together to make a modal parameter estimation for a structural system. By applying ERA to the impulse response measurements taken from the structure, a state-space representation will be written. Kalman filter will be used as a state estimator in this study and it will have a critical role on minimizing the measurement noise. Before using Kalman filter with ERA, a consistency analysis of Kalman filter is made for artificial impulse response data of the structural system.
Description: IEEE 17th Signal Processing and Communications Applications Conference
ISBN: 978-1-4244-4435-9
Appears in Collections:WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection

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