Please use this identifier to cite or link to this item: https://hdl.handle.net/11147/10045
Title: Consistency analysis of kalman filter for modal analysis of structures
Authors: Tanyer, İlker
Özen, Serdar
Dönmez, Cemalettin
Altınkaya, Mustafa Aziz
Tanyer, İlker
Özen, Serdar
Dönmez, Cemalettin
Altınkaya, Mustafa Aziz
Izmir Institute of Technology. Electronics and Communication Engineering
Izmir Institute of Technology. Civil Engineering
Issue Date: 2009
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
URI: https://hdl.handle.net/11147/10045
ISBN: 978-1-4244-4435-9
Appears in Collections:WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection

Show full item record

CORE Recommender

Page view(s)

14
checked on Sep 27, 2021

Google ScholarTM

Check

Altmetric


Items in GCRIS Repository are protected by copyright, with all rights reserved, unless otherwise indicated.