Paper Abstract and Keywords |
Presentation |
2019-05-19 09:00
Construction of Exercise Evaluation System Based on Periodic Time-Series Data Tatsuya Yamazaki (Niigata Univ.) MBE2019-1 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
The exercise practiced in care facilities is one of the important activities as a functional training for the elderly persons. While the elderly population grows in Japan, it is difficult to provide proper exercise guidance for every elderly person respectively because the number of care facility staffs is limited and the amount of load to the staffs is swelling. Therefore, we are developing an exercise evaluation system which judges appropriateness of the exercise and provides advises for the exercise to the elderly persons instead of the staffs. The developing system consists of three main modules: motion measurement, motion evaluation, and advice feedback. In the motion measurement module, joint angles are collected as time-series data in a contactless way by depth sensors. In this paper, we propose a method to judges appropriateness of the exercise from the collected time-series data and another method to provide advices to the elders based on the resultant appropriateness. Since the time-series data include a large amount of noise, the smoothing process is applied to the data to detect the desired number of extreme values with consideration of periodicity of the data. Then the number of advices provided to the elderly is determined as three based on the knowledge and data obtained in the experiments and we present how to select one among three advises. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Excersise Evaluation / Depth Sensor / Smoothing Process / Feedback / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 119, no. 44, MBE2019-1, pp. 1-6, May 2019. |
Paper # |
MBE2019-1 |
Date of Issue |
2019-05-12 (MBE) |
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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MBE2019-1 |
Conference Information |
Committee |
MBE |
Conference Date |
2019-05-19 - 2019-05-19 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Niigata University |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
MBE |
Conference Code |
2019-05-MBE |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Construction of Exercise Evaluation System Based on Periodic Time-Series Data |
Sub Title (in English) |
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Excersise Evaluation |
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Depth Sensor |
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Smoothing Process |
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Feedback |
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Tatsuya Yamazaki |
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Niigata University (Niigata Univ.) |
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Speaker |
Author-1 |
Date Time |
2019-05-19 09:00:00 |
Presentation Time |
25 minutes |
Registration for |
MBE |
Paper # |
MBE2019-1 |
Volume (vol) |
vol.119 |
Number (no) |
no.44 |
Page |
pp.1-6 |
#Pages |
6 |
Date of Issue |
2019-05-12 (MBE) |
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