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＜departmental bulletin paper＞
A Note on the System Identification in the Presence of Input and Output Noises

Creator
Creator Name
眺, 虹
Yao, Hong
Affiliation
Affiliation Name
九州大学大学院システム情報科学府電気電子システム工学専攻 : 博士後期課程
Department of Electrical and Electronic Systems Engineering, Graduate School of Information Science and Electrical Engineering, Kyushu University : Doctoral Program
Creator Name
金江, 春植
Kanae, Shunshoku
カナエ, シュンショク
Affiliation
Affiliation Name
九州大学大学院システム情報科学研究院電気電子システム工学部門
Department of Electrical and Electronic Systems Engineering, Faculty of Information Science and Electrical Engineering, Kyushu University
Creator Name
楊, 子江
Yang, Zi-Jiang
Affiliation
Affiliation Name
九州大学大学院システム情報科学研究院電気電子システム工学部門
Department of Electrical and Electronic Systems Engineering, Faculty of Information Science and Electrical Engineering, Kyushu University
Creator Name
和田, 清
Wada, Kiyoshi
ワダ, キヨシ
Affiliation
Affiliation Name
九州大学大学院システム情報科学研究院電気電子システム工学部門
Department of Electrical and Electronic Systems Engineering, Faculty of Information Science and Electrical Engineering, Kyushu University
Language
Japanese
Publisher
九州大学大学院システム情報科学研究院
Faculty of Information Science and Electrical Engineering, Kyushu University
Date
2006-03-24
Source Title
Research reports on information science and electrical engineering of Kyushu University
Vol
11
Issue
1
First Page
51
Last Page
55
Publication Type
Version of Record
Access Rights
open access
JaLC DOI
https://doi.org/10.15017/1516231
Related DOI
https://portal.isee.kyushu-u.ac.jp/
Related URI
https://portal.isee.kyushu-u.ac.jp/
Relation
https://portal.isee.kyushu-u.ac.jp/
Abstract A Dynamic Total Least Squares (DTLS) method can be applied to system identification in the presence of input and output noises. The DTLS problem is a special case of a Structured total least squares (...STLS) problem that is an extension of the TLS problem and reduces to nonlinear singular value decomposition (SVD). In this paper, we discuss DTLS method to derive the relationship between TLS method and DTLS method under the input and output observation noise condition.show more

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Details

PISSN
1342-3819
EISSN
2188-0891
NCID
AN10569524
Record ID
1516231
Peer-Reviewed
Refereed
Subject Terms
System identification
システム同定法
Total least squares
TLS法
Structured TLS
構造化TLS法
Dynamic TLS
DTLS法
Nonlinear SVD
非線形特異値
Created Date 2015.06.15
Modified Date 2020.11.02

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