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Paper Abstract and Keywords
Presentation 2009-03-10 14:55
Identification of Wiener-type Multi-Input/Output Nonlinear Systems
Yuzuru Shiotani, Yasuhide Kobayashi, Shinichi Hikita, Mitsuyuki Saito, Takahiko Ono (Hiroshima City Univ.) NLP2008-159
Abstract (in Japanese) (See Japanese page) 
(in English) A Wiener model consists of a linear dynamic system followed by a static nonlinearity. The multiple-input multiple-output(MIMO) Wiener model appears frequently in many nonlinear systems.
Therefore, it is proposed that the identification method of the MIMO Wiener model with two or more linear dynamic subsystems, whose outputs are transformed by multiple-input static nonlinearities. The linear dynamic subsystems are represented by the MIMO state-space representation. The MIMO static nonlinearities are expressed by the artificial neural networks which have the ability to learn the complex nonlinear relationships. The parameters of linear submodels and the connection coefficients of the artificial neural networks are estimated by the maximum likelihood method.
Keyword (in Japanese) (See Japanese page) 
(in English) Wiener model / multi-input multi-output / neural networks / identification / modelling / / /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 477, NLP2008-159, pp. 47-52, March 2009.
Paper # NLP2008-159 
Date of Issue 2009-03-03 (NLP) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380
Copyright
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reproduction
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
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Conference Information
Committee NLP  
Conference Date 2009-03-10 - 2009-03-11 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NLP 
Conference Code 2009-03-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Identification of Wiener-type Multi-Input/Output Nonlinear Systems 
Sub Title (in English)  
Keyword(1) Wiener model  
Keyword(2) multi-input multi-output  
Keyword(3) neural networks  
Keyword(4) identification  
Keyword(5) modelling  
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Keyword(8)  
1st Author's Name Yuzuru Shiotani  
1st Author's Affiliation Hiroshima City University (Hiroshima City Univ.)
2nd Author's Name Yasuhide Kobayashi  
2nd Author's Affiliation Hiroshima City University (Hiroshima City Univ.)
3rd Author's Name Shinichi Hikita  
3rd Author's Affiliation Hiroshima City University (Hiroshima City Univ.)
4th Author's Name Mitsuyuki Saito  
4th Author's Affiliation Hiroshima City University (Hiroshima City Univ.)
5th Author's Name Takahiko Ono  
5th Author's Affiliation Hiroshima City University (Hiroshima City Univ.)
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Speaker
Date Time 2009-03-10 14:55:00 
Presentation Time 25 
Registration for NLP 
Paper # IEICE-NLP2008-159 
Volume (vol) IEICE-108 
Number (no) no.477 
Page pp.47-52 
#Pages IEICE-6 
Date of Issue IEICE-NLP-2009-03-03 


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