Paper Abstract and Keywords |
Presentation |
2015-12-19 14:50
Discussion on the evaluation of squat training by muscle synergy and principal component analysis Tatsunori Maeda, Tohru Kiryu (Niigata Univ) MBE2015-73 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Since training relays on subjective judgments such as fatigue, it is difficult to understand the effects and situations of training. We try to reveal the change in muscle activity during squat training with the muscle synergy, and propose a method that could estimate the training situation. Concretely, estimating the muscle synergies from SEMG measured at lower limbs, we attempt to quantify the training effect by principal component analysis of the weight coefficients. The results showed that the first principal component score could represent the training effects. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
squat / training effects / muscle activity pattern / muscle synergy / principal component analysis / / / |
Reference Info. |
IEICE Tech. Rep., vol. 115, no. 383, MBE2015-73, pp. 61-65, Dec. 2015. |
Paper # |
MBE2015-73 |
Date of Issue |
2015-12-12 (MBE) |
ISSN |
Print edition: ISSN 0913-5685 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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MBE2015-73 |
Conference Information |
Committee |
MBE NC |
Conference Date |
2015-12-19 - 2015-12-19 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Nagoya Institute of Technology |
Topics (in Japanese) |
(See Japanese page) |
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Paper Information |
Registration To |
MBE |
Conference Code |
2015-12-MBE-NC |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Discussion on the evaluation of squat training by muscle synergy and principal component analysis |
Sub Title (in English) |
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squat |
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training effects |
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muscle activity pattern |
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muscle synergy |
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principal component analysis |
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1st Author's Name |
Tatsunori Maeda |
1st Author's Affiliation |
Niigata University (Niigata Univ) |
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Tohru Kiryu |
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Niigata University (Niigata Univ) |
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Speaker |
Author-1 |
Date Time |
2015-12-19 14:50:00 |
Presentation Time |
25 minutes |
Registration for |
MBE |
Paper # |
MBE2015-73 |
Volume (vol) |
vol.115 |
Number (no) |
no.383 |
Page |
pp.61-65 |
#Pages |
5 |
Date of Issue |
2015-12-12 (MBE) |
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