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| Paper Abstract and Keywords | ||
| Presentation | 2016-03-28 13:15 [Poster Presentation] Study on influence of autocorrelation of measurement noise on affine projection algorithm Suehiro Shimauchi (NTT)  EA2015-78 SIP2015-127 SP2015-106 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Affine projection algorithm (APA) is one of the linear system identification algorithms. Although the APA achieves an improved convergence speed by reducing the auto-correlation of the input signal for the unknown system, there has been insufficient consideration on the auto-correlation of the measurement noise observed in the output signal of the system. In this report, we introduce a novel regularization into the APA by taking into account of the auto-correlation of the measurement noise. Through the simulation results, we show the performance achieved by the regularization. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | adaptive filter / affine projection algorithm / regularization / measurement noise / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 521, EA2015-78, pp. 69-74, March 2016. | |
| Paper # | EA2015-78 | |
| Date of Issue | 2016-03-21 (EA, SIP, SP) | |
| 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 | EA2015-78 SIP2015-127 SP2015-106 |
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| Conference Information | |
| Committee | EA SP SIP |
| Conference Date | 2016-03-28 - 2016-03-29 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Beppu International Convention Center B-ConPlaza |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Engineering/Electro Acoustics, Speech, Signal Processing, and Related Topics |
| Paper Information | |
| Registration To | EA |
| Conference Code | 2016-03-EA-SP-SIP |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Study on influence of autocorrelation of measurement noise on affine projection algorithm |
| Sub Title (in English) | |
| Keyword(1) | adaptive filter |
| Keyword(2) | affine projection algorithm |
| Keyword(3) | regularization |
| Keyword(4) | measurement noise |
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| 1st Author's Name | Suehiro Shimauchi |
| 1st Author's Affiliation | Nippon Telegraph and Telephone Corporation (NTT) |
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| Speaker | Author-1 |
| Date Time | 2016-03-28 13:15:00 |
| Presentation Time | 90 minutes |
| Registration for | EA |
| Paper # | EA2015-78, SIP2015-127, SP2015-106 |
| Volume (vol) | vol.115 |
| Number (no) | no.521(EA), no.522(SIP), no.523(SP) |
| Page | pp.69-74 |
| #Pages | 6 |
| Date of Issue | 2016-03-21 (EA, SIP, SP) |
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