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| Presentation | 2013-11-13 15:45 [Poster Presentation] Statistical-mechanical analysis of active noise control Rei Fujiwara, Yoshinobu Kajikawa, Seiji Miyoshi (Kansai Univ.)  IBISML2013-65 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We analyze the dynamical behaviors (learning curves) of the active noise control using a statistical-method. Cross-correlation between a primary path and an adaptive filter are treated as macroscopic variable. By taking the correlations between past tap input vectors and the coefficient vector of the adaptive filter into consideration, we obtain simultaneous differential equations that describe the dynamical behaviors of the macroscopic variables under the condition in which the tapped-delay line is sufficiently long. In this report, we generalize and relax model restriction of a primary path in an earlier report. The obtained theory quantitatively agrees with the results of computer simulations. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | FXLMS algorithm / adaptive signal processing / active noise control / statistical mechanics of information / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 286, IBISML2013-65, pp. 219-224, Nov. 2013. | |
| Paper # | IBISML2013-65 | |
| Date of Issue | 2013-11-05 (IBISML) | |
| 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) | |
| Download PDF | IBISML2013-65 |
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| Conference Information | |
| Committee | IBISML |
| Conference Date | 2013-11-10 - 2013-11-13 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Tokyo Institute of Technology, Kuramae-Kaikan |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | The 16th IBIS Workshop & The 2nd IBIS Tutorial |
| Paper Information | |
| Registration To | IBISML |
| Conference Code | 2013-11-IBISML |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Statistical-mechanical analysis of active noise control |
| Sub Title (in English) | |
| Keyword(1) | FXLMS algorithm |
| Keyword(2) | adaptive signal processing |
| Keyword(3) | active noise control |
| Keyword(4) | statistical mechanics of information |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Rei Fujiwara |
| 1st Author's Affiliation | Kansai University (Kansai Univ.) |
| 2nd Author's Name | Yoshinobu Kajikawa |
| 2nd Author's Affiliation | Kansai University (Kansai Univ.) |
| 3rd Author's Name | Seiji Miyoshi |
| 3rd Author's Affiliation | Kansai University (Kansai Univ.) |
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| Speaker | Author-1 |
| Date Time | 2013-11-13 15:45:00 |
| Presentation Time | 180 minutes |
| Registration for | IBISML |
| Paper # | IBISML2013-65 |
| Volume (vol) | vol.113 |
| Number (no) | no.286 |
| Page | pp.219-224 |
| #Pages | 6 |
| Date of Issue | 2013-11-05 (IBISML) |
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