Paper Abstract and Keywords |
Presentation |
2021-05-20 09:30
A Study on Signal Demodulation Schemes Based on Machine Learning for Digital Signage and Image Sensor Based Visible Light Communication Yuki Iyoda, Kentaro Kobayashi, Wataru Chujo (Meijo Univ) WBS2021-1 RCC2021-1 SAT2021-1 MICT2021-1 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In this paper, we discuss a visible light communication system using a digital signage and an image sensor. We focus on the demodulation part of the communication system that modulates data signals not to obstruct the visual information on the digital signage, and propose a method that demodulates transmitted data signals from received images on the image sensor using machine learning. The performance of the machine learning-based demodulation method is evaluated for various data sets that simulate noise, blurring, and misalignment that may occur in the received images. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Visible light communication / Digital signage / Image sensor / Machine learning / Demodulation / / / |
Reference Info. |
IEICE Tech. Rep., vol. 121, no. 24, WBS2021-1, pp. 1-6, May 2021. |
Paper # |
WBS2021-1 |
Date of Issue |
2021-05-13 (WBS, RCC, SAT, MICT) |
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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WBS2021-1 RCC2021-1 SAT2021-1 MICT2021-1 |
Conference Information |
Committee |
WBS RCC SAT MICT |
Conference Date |
2021-05-20 - 2021-05-21 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online (Zoom) |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Coding, Modulation, Signal processing, Reliable Communication and Control, Healthcare and Medical Information Communication Technologies, and General |
Paper Information |
Registration To |
WBS |
Conference Code |
2021-05-WBS-RCC-SAT-MICT |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A Study on Signal Demodulation Schemes Based on Machine Learning for Digital Signage and Image Sensor Based Visible Light Communication |
Sub Title (in English) |
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Keyword(1) |
Visible light communication |
Keyword(2) |
Digital signage |
Keyword(3) |
Image sensor |
Keyword(4) |
Machine learning |
Keyword(5) |
Demodulation |
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1st Author's Name |
Yuki Iyoda |
1st Author's Affiliation |
Meijo University (Meijo Univ) |
2nd Author's Name |
Kentaro Kobayashi |
2nd Author's Affiliation |
Meijo University (Meijo Univ) |
3rd Author's Name |
Wataru Chujo |
3rd Author's Affiliation |
Meijo University (Meijo Univ) |
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Speaker |
Author-1 |
Date Time |
2021-05-20 09:30:00 |
Presentation Time |
25 minutes |
Registration for |
WBS |
Paper # |
WBS2021-1, RCC2021-1, SAT2021-1, MICT2021-1 |
Volume (vol) |
vol.121 |
Number (no) |
no.24(WBS), no.25(RCC), no.26(SAT), no.27(MICT) |
Page |
pp.1-6 |
#Pages |
6 |
Date of Issue |
2021-05-13 (WBS, RCC, SAT, MICT) |
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