Paper Abstract and Keywords |
Presentation |
2022-07-13 14:50
Development and Evaluation of Sensor Network System for Observing Unhealthy Conditions based on Posture and Behavior Sensing Haoting Zhang, Hiroshi Yamamoto (Ritsumeikan Univ) NS2022-33 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
In recent years, Japanese people sit for an average of 7 hours per day, which is the longest sitting time in the world. It has been pointed out that long sitting time leads to deterioration of blood flow and muscle strength, and as a result, there is a risk of suffering from diseases that cause health problems such as myocardial infarction, cerebrovascular disease, obesity, diabetes, cancer, and dementia. Therefore, there is a need for technology that can estimate a person's behavior and estimate whether the person is in an appropriate posture for that behavior. In the existing studies, various sensors have been attached to desks and chairs to measure the posture of users. However, it is difficult to constantly observe the state of a person who is active over a wide area, because only the behavior of the person using the desk or chair to which the sensor is attached can be observed. Therefore, in this study, we extend the sensing function to clothing worn by people, and propose and develop a system to estimate postures that have a negative impact on people's health condition by continuously collecting and analyzing sensor data without causing stress to users and without being restricted by their location. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
posture estimation / behavior estimation / Thread / sensor network / machine learning / / / |
Reference Info. |
IEICE Tech. Rep., vol. 122, no. 105, NS2022-33, pp. 35-40, July 2022. |
Paper # |
NS2022-33 |
Date of Issue |
2022-07-06 (NS) |
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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NS2022-33 |
Conference Information |
Committee |
NS SR RCS SeMI RCC |
Conference Date |
2022-07-13 - 2022-07-15 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
The Kanazawa Theatre + Online |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Distributed Wireless Network, M2M (Machine-to-Machine),D2D (Device-to-Device),IoT(Internet of Things), etc |
Paper Information |
Registration To |
NS |
Conference Code |
2022-07-NS-SR-RCS-SeMI-RCC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Development and Evaluation of Sensor Network System for Observing Unhealthy Conditions based on Posture and Behavior Sensing |
Sub Title (in English) |
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posture estimation |
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behavior estimation |
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Thread |
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sensor network |
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machine learning |
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1st Author's Name |
Haoting Zhang |
1st Author's Affiliation |
Ritsumeikan University (Ritsumeikan Univ) |
2nd Author's Name |
Hiroshi Yamamoto |
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Ritsumeikan University (Ritsumeikan Univ) |
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Speaker |
Author-1 |
Date Time |
2022-07-13 14:50:00 |
Presentation Time |
25 minutes |
Registration for |
NS |
Paper # |
NS2022-33 |
Volume (vol) |
vol.122 |
Number (no) |
no.105 |
Page |
pp.35-40 |
#Pages |
6 |
Date of Issue |
2022-07-06 (NS) |
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