| Paper Abstract and Keywords |
| Presentation |
2012-05-24 16:00
Convergence Values of an NLMS Algorithm for Sinusoids With Rational Number Period Yuki Satomi, Arata Kawamura, Youji Iiguni (Osaka Univ.) EA2012-20 SIP2012-20 SP2012-20 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
In an adaptive system identification filter with a stochastic input signal,a coefficient vector updated with the NLMS algorithm converges in the sense of ensemble average and the expected convergence vector has been revealed.
However, when the input signal is a deterministic signal, convergence analysis has not been revealed.
In this paper, we derive the convergence vector of adaptive filter coefficients updated with an NLMS algorithm in system identification for deterministic sinusoids with rational number period.
Firstly, we derive the convergence vector when a disturbance does not exist.
Next, we derive the expected convergence vector when the disturbance exists.
Simulation results support the validity of the derived convergence vectors. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
NLMS algorithm / Sinusoidal Inputs / System Identification / convergence values / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 112, no. 48, SIP2012-20, pp. 115-120, May 2012. |
| Paper # |
SIP2012-20 |
| Date of Issue |
2012-05-17 (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 |
EA2012-20 SIP2012-20 SP2012-20 |
| Conference Information |
| Committee |
EA SP SIP |
| Conference Date |
2012-05-24 - 2012-05-25 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Osaka Univ. Nakanoshima Center |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Speech and Acoustic Signal Processing, Speech, and Related Topics |
| Paper Information |
| Registration To |
SIP |
| Conference Code |
2012-05-EA-SP-SIP |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Convergence Values of an NLMS Algorithm for Sinusoids With Rational Number Period |
| Sub Title (in English) |
|
| Keyword(1) |
NLMS algorithm |
| Keyword(2) |
Sinusoidal Inputs |
| Keyword(3) |
System Identification |
| Keyword(4) |
convergence values |
| Keyword(5) |
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| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Yuki Satomi |
| 1st Author's Affiliation |
Osaka University (Osaka Univ.) |
| 2nd Author's Name |
Arata Kawamura |
| 2nd Author's Affiliation |
Osaka University (Osaka Univ.) |
| 3rd Author's Name |
Youji Iiguni |
| 3rd Author's Affiliation |
Osaka University (Osaka Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2012-05-24 16:00:00 |
| Presentation Time |
25 minutes |
| Registration for |
SIP |
| Paper # |
EA2012-20, SIP2012-20, SP2012-20 |
| Volume (vol) |
vol.112 |
| Number (no) |
no.47(EA), no.48(SIP), no.49(SP) |
| Page |
pp.115-120 |
| #Pages |
6 |
| Date of Issue |
2012-05-17 (EA, SIP, SP) |