Paper Abstract and Keywords |
Presentation |
2020-11-05 16:00
[Invited Talk]
PAPR and OOBE Suppression of OFDM Signal Using AutoEncoder Masaya Ohta, Reiya Kuwahara (OPU) CS2020-52 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
OFDM (Orthogonal Frequency Division Multiplexing) signals have characteristics of both high OOBE (Out-of-Band Emission) and high PAPR (Peak-to-Average Power Ratio). This paper proposes a PAPR reduction method of orthogonal precoded OFDM signals with deep learning, that is named AutoEncoder which have been developed for image recognition recent year. Numerical experiments show that the proposed method can reduce their PAPR without any OOBE performance degradations. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
OFDM / Deep learning / OOBE / PAPR / Orthgonal precoding / AutoEncoder / / |
Reference Info. |
IEICE Tech. Rep., vol. 120, no. 223, CS2020-52, pp. 30-34, Nov. 2020. |
Paper # |
CS2020-52 |
Date of Issue |
2020-10-29 (CS) |
ISSN |
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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CS2020-52 |
Conference Information |
Committee |
CS |
Conference Date |
2020-11-05 - 2020-11-06 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online + Central Community Center, Nonoichi Community Center |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Broadband access, Home network, Network service, Communication applications, etc. |
Paper Information |
Registration To |
CS |
Conference Code |
2020-11-CS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
PAPR and OOBE Suppression of OFDM Signal Using AutoEncoder |
Sub Title (in English) |
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Keyword(1) |
OFDM |
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Deep learning |
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OOBE |
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PAPR |
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Orthgonal precoding |
Keyword(6) |
AutoEncoder |
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1st Author's Name |
Masaya Ohta |
1st Author's Affiliation |
Osaka Prefecture University (OPU) |
2nd Author's Name |
Reiya Kuwahara |
2nd Author's Affiliation |
Osaka Prefecture University (OPU) |
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Speaker |
Author-1 |
Date Time |
2020-11-05 16:00:00 |
Presentation Time |
25 minutes |
Registration for |
CS |
Paper # |
CS2020-52 |
Volume (vol) |
vol.120 |
Number (no) |
no.223 |
Page |
pp.30-34 |
#Pages |
5 |
Date of Issue |
2020-10-29 (CS) |
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