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 and 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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NLP2008-159 |
Conference Information |
Committee |
NLP |
Conference Date |
2009-03-10 - 2009-03-11 |
Place (in Japanese) |
(See Japanese page) |
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Topics (in Japanese) |
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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) |
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Keyword(1) |
Wiener model |
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multi-input multi-output |
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neural networks |
Keyword(4) |
identification |
Keyword(5) |
modelling |
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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 |
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Hiroshima City University (Hiroshima City Univ.) |
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Speaker |
Author-1 |
Date Time |
2009-03-10 14:55:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2008-159 |
Volume (vol) |
vol.108 |
Number (no) |
no.477 |
Page |
pp.47-52 |
#Pages |
6 |
Date of Issue |
2009-03-03 (NLP) |
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