Paper Abstract and Keywords |
Presentation |
2020-02-28 09:25
PAPR and OOBE Suppression of OFDM Signal Using Deep Learning Reiya Kuwahara, Masaya Ohta (OPU) CAS2019-114 CS2019-114 |
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 / Orthogonal Precoding / / / |
Reference Info. |
IEICE Tech. Rep., vol. 119, no. 424, CS2019-114, pp. 95-98, Feb. 2020. |
Paper # |
CS2019-114 |
Date of Issue |
2020-02-20 (CAS, 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) |
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CAS2019-114 CS2019-114 |
Conference Information |
Committee |
CS CAS |
Conference Date |
2020-02-27 - 2020-02-28 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
|
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Network processor, Signal processing and circuits for communications, Wireless LAN / PAN, etc. |
Paper Information |
Registration To |
CS |
Conference Code |
2020-02-CS-CAS |
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 Deep Learning |
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 |
Keyword(5) |
Orthogonal Precoding |
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1st Author's Name |
Reiya Kuwahara |
1st Author's Affiliation |
Osaka Prefecture University (OPU) |
2nd Author's Name |
Masaya Ohta |
2nd Author's Affiliation |
Osaka Prefecture University (OPU) |
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Speaker |
Author-2 |
Date Time |
2020-02-28 09:25:00 |
Presentation Time |
25 minutes |
Registration for |
CS |
Paper # |
CAS2019-114, CS2019-114 |
Volume (vol) |
vol.119 |
Number (no) |
no.423(CAS), no.424(CS) |
Page |
pp.95-98 |
#Pages |
4 |
Date of Issue |
2020-02-20 (CAS, CS) |
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