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Paper Abstract and Keywords
Presentation 2022-07-15 09:55
Research on OFDM Receivers Using Deep Learning
You Yong, Chenggao Han (UEC) CS2022-30
Abstract (in Japanese) (See Japanese page) 
(in English) Orthogonal Frequency-Division Multiplexing (OFDM) is widely used in wideband wireless communication systems due to its features such as high frequency efficiency, but it is vulnerable to Doppler shift. Therefore, in this paper, a receiver is designed using deep learning for an OFDM system in a doubly selective fading channel. Simulations confirm that the receiver achieves better performance than receivers using conventional LS (Least Square) and LMMSE (Linear Minimum Mean Square Error) channel estimation.
Keyword (in Japanese) (See Japanese page) 
(in English) OFDM / Deep Learning / / / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 110, CS2022-30, pp. 74-77, July 2022.
Paper # CS2022-30 
Date of Issue 2022-07-07 (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)
Download PDF CS2022-30

Conference Information
Committee CS  
Conference Date 2022-07-14 - 2022-07-15 
Place (in Japanese) (See Japanese page) 
Place (in English) Yakushima Environmental and Cultural Village Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Next Generation Networks, Access Networks, Broadband Access, Power Line Communications, Wireless Communication Systems, Coding Systems, etc. 
Paper Information
Registration To CS 
Conference Code 2022-07-CS 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Research on OFDM Receivers Using Deep Learning 
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Keyword(1) OFDM  
Keyword(2) Deep Learning  
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1st Author's Name You Yong  
1st Author's Affiliation The University of Electro-Communications (UEC)
2nd Author's Name Chenggao Han  
2nd Author's Affiliation The University of Electro-Communications (UEC)
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Speaker Author-1 
Date Time 2022-07-15 09:55:00 
Presentation Time 25 minutes 
Registration for CS 
Paper # CS2022-30 
Volume (vol) vol.122 
Number (no) no.110 
Page pp.74-77 
#Pages 4 
Date of Issue 2022-07-07 (CS) 

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