Paper Abstract and Keywords |
Presentation |
2020-07-10 15:20
An examination of a predictive control method for lighting using wireless sensor networks Yuki Takayama, Yusuke Yokota (Japan Women's Univ.) SeMI2020-14 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Light management for buildings or streets is important for safety, security and comfort. However, it is not economical to keep the lights on in places without people. Although there is a lighting system with power-saving feature that lights up automatically when it detects moving objects, it has a problem that it does not light up unless the objects approach the immediate vicinity of the lights. In this work, we aim to realize the system that collects motion detection data of objects using a wireless sensor network, predicts the approach of a person from a position farther than before, and appropriately controls lighting on / off. In this system, data is exchanged between neighboring nodes, and each node autonomously judges lighting control. In this work, we discussed a predictive control method and made experiments for the realization of it. First, we constructed a system to verify the predictive control method and made a data acquisition experiment using several PIR motion sensors. Next, we examined methods for human movement prediction and lighting control based on the acquired data, and confirmed that control results provide sufficient utility. We also examined a processing method of the distributed system that will be used for the actual lighting control system, based on the centralized control algorithm verified by our experiments. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Wireless Sensor Networks / Light Control / Distributed Processing / Cooperative Processing / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 120, no. 91, SeMI2020-14, pp. 63-68, July 2020. |
Paper # |
SeMI2020-14 |
Date of Issue |
2020-07-01 (SeMI) |
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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SeMI2020-14 |
Conference Information |
Committee |
SR NS SeMI RCC RCS |
Conference Date |
2020-07-08 - 2020-07-10 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Communication and Network Technology of the AI Age, M2M (Machine-to-Machine),D2D (Device-to-Device),IoT(Internet of Things), etc |
Paper Information |
Registration To |
SeMI |
Conference Code |
2020-07-SR-NS-SeMI-RCC-RCS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
An examination of a predictive control method for lighting using wireless sensor networks |
Sub Title (in English) |
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Wireless Sensor Networks |
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Light Control |
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Distributed Processing |
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Cooperative Processing |
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1st Author's Name |
Yuki Takayama |
1st Author's Affiliation |
Japan Women's University (Japan Women's Univ.) |
2nd Author's Name |
Yusuke Yokota |
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Japan Women's University (Japan Women's Univ.) |
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Speaker |
Author-1 |
Date Time |
2020-07-10 15:20:00 |
Presentation Time |
20 minutes |
Registration for |
SeMI |
Paper # |
SeMI2020-14 |
Volume (vol) |
vol.120 |
Number (no) |
no.91 |
Page |
pp.63-68 |
#Pages |
6 |
Date of Issue |
2020-07-01 (SeMI) |
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