| Paper Abstract and Keywords |
| Presentation |
2014-03-06 11:20
Multi-Swarm PSO Approach for IIR Filter Design Problem Yuji Nishimura, Kenji Suyama (Tokyo Denki Univ.) CAS2013-104 SIP2013-150 CS2013-117 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In this paper, a design method for the IIR (Infinite Impulse Response) filter using the PSO (Particle Swarm Optimization) is studied. In the previous work, an avoidance method of local minimum stagnation has been proposed, in which a penalty function was added to an objective function. As a result, if an additional range of penalty function was appropriately chosen, a design performance did not depend on a kind of function used for penalty function. However, the decision of additional range tends to be hard as design conditions become difficult. In this study, the additional range of penalty function is chosen by using the multi-swarm PSO. Several examples are shown to present the effectiveness of the proposed method. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
digital filter / PSO / stochastic optimization / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 113, no. 464, SIP2013-150, pp. 83-86, March 2014. |
| Paper # |
SIP2013-150 |
| Date of Issue |
2014-02-27 (CAS, SIP, CS) |
| 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) |
| Notes on Review |
This article is a technical report without peer review, and its polished version will be published elsewhere. |
| Download PDF |
CAS2013-104 SIP2013-150 CS2013-117 |
| Conference Information |
| Committee |
CS CAS SIP |
| Conference Date |
2014-03-06 - 2014-03-07 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Osaka City University Media Center |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Network Processor, Signal Processing for Communication, Wireless LAN/PAN, etc. |
| Paper Information |
| Registration To |
SIP |
| Conference Code |
2014-03-CS-CAS-SIP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Multi-Swarm PSO Approach for IIR Filter Design Problem |
| Sub Title (in English) |
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| Keyword(1) |
digital filter |
| Keyword(2) |
PSO |
| Keyword(3) |
stochastic optimization |
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| 1st Author's Name |
Yuji Nishimura |
| 1st Author's Affiliation |
Tokyo Denki University (Tokyo Denki Univ.) |
| 2nd Author's Name |
Kenji Suyama |
| 2nd Author's Affiliation |
Tokyo Denki University (Tokyo Denki Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2014-03-06 11:20:00 |
| Presentation Time |
25 minutes |
| Registration for |
SIP |
| Paper # |
CAS2013-104, SIP2013-150, CS2013-117 |
| Volume (vol) |
vol.113 |
| Number (no) |
no.463(CAS), no.464(SIP), no.465(CS) |
| Page |
pp.83-86 |
| #Pages |
4 |
| Date of Issue |
2014-02-27 (CAS, SIP, CS) |