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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)  
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  
Keyword(7)  
Keyword(8)  
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  
3rd Author's Affiliation 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
Date of Issue 2018-06-01 (NLP, CCS) 


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