Paper Abstract and Keywords |
Presentation |
2018-06-10 15:50
A study on reproducing probability density function of human balancing motions Ryoma Omori, Yoshikazu Yamanaka, Katsutoshi Yoshida (Utsunomiya Univ) NLP2018-50 CCS2018-23 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Human balancing motions, such as during quiet standing, stick balancing on the fingertip, and so on, generally exhibit random fluctuations. Such human fluctuations sometimes lead to unexpected accident due to their heavy-tailed distributions in which large amplitude fluctuations may occur more frequently than normal distributions. In our previous study, we were involved in construction of a nonlinear stochastic model that can accurately simulate experimentally obtained human fluctuations representing heavy-tailed distributions. However, stochastic analysis on our obtained model is still difficult unless explicit analytical expression of the heavy-tailed distributions are known. In this study, we develop a mathematical expression of our obtained distributions by using a mixture of normal distribution and Laplace distribution, showing that our mixture distribution accurately represents the experimental distribution during human balancing motions. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Human dynamics / Visuomotor tracking task / Probability density function / Normal distribution / Laplace distribution / Mixture distribution / / |
Reference Info. |
IEICE Tech. Rep., vol. 118, no. 75, NLP2018-50, pp. 125-129, June 2018. |
Paper # |
NLP2018-50 |
Date of Issue |
2018-06-01 (NLP, CCS) |
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) |
Download PDF |
NLP2018-50 CCS2018-23 |
Conference Information |
Committee |
NLP CCS |
Conference Date |
2018-06-08 - 2018-06-10 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Kyoto Terrsa |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Synchronization, Networks, etc |
Paper Information |
Registration To |
NLP |
Conference Code |
2018-06-NLP-CCS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
A study on reproducing probability density function of human balancing motions |
Sub Title (in English) |
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Keyword(1) |
Human dynamics |
Keyword(2) |
Visuomotor tracking task |
Keyword(3) |
Probability density function |
Keyword(4) |
Normal distribution |
Keyword(5) |
Laplace distribution |
Keyword(6) |
Mixture distribution |
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1st Author's Name |
Ryoma Omori |
1st Author's Affiliation |
Utsunomiya University (Utsunomiya Univ) |
2nd Author's Name |
Yoshikazu Yamanaka |
2nd Author's Affiliation |
Utsunomiya University (Utsunomiya Univ) |
3rd Author's Name |
Katsutoshi Yoshida |
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Utsunomiya University (Utsunomiya Univ) |
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Speaker |
Author-1 |
Date Time |
2018-06-10 15:50:00 |
Presentation Time |
25 minutes |
Registration for |
NLP |
Paper # |
NLP2018-50, CCS2018-23 |
Volume (vol) |
vol.118 |
Number (no) |
no.75(NLP), no.76(CCS) |
Page |
pp.125-129 |
#Pages |
5 |
Date of Issue |
2018-06-01 (NLP, CCS) |
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