| Paper Abstract and Keywords |
| Presentation |
2022-01-22 15:35
Toward developing bouncing-type model for simulating human running behavior
-- Proposal of parameter identification method -- Takuto Otsubo, Yoshikazu Yamanaka, Katsutoshi Yoshida (Utsunomiya Univ.) NLP2021-114 MICT2021-89 MBE2021-75 |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
The passive running is a method to descend a slope by a running gait only using potential energy. As one of the specific examples, we proposed an extremely simple passive running model named bilateral arcs bouncing model consisting of two arcs which face each other. In this study, we propose a parameter identification method for the bilateral arcs bouncing model in order to reproduce human running behavior. Specifically, a cost function based on maximum absolute error is defined to compare the center of gravity of a human running with that of a bilateral arcs bouncing model. We solved a parameter identification problem to minimize this ost function. As a result, the bilateral arcs bouncing model with the identified parameter eproduced the human running behavior with 97.2% accuracy. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Passive Running / Bouncing Model / Parameter Identification / Particle Swarm Optimization / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 121, no. 335, NLP2021-114, pp. 199-204, Jan. 2022. |
| Paper # |
NLP2021-114 |
| Date of Issue |
2022-01-14 (NLP, MICT, 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) |
| Download PDF |
NLP2021-114 MICT2021-89 MBE2021-75 |
| Conference Information |
| Committee |
NLP MICT MBE NC |
| Conference Date |
2022-01-21 - 2022-01-23 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Online |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
|
| Paper Information |
| Registration To |
NLP |
| Conference Code |
2022-01-NLP-MICT-MBE-NC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Toward developing bouncing-type model for simulating human running behavior |
| Sub Title (in English) |
Proposal of parameter identification method |
| Keyword(1) |
Passive Running |
| Keyword(2) |
Bouncing Model |
| Keyword(3) |
Parameter Identification |
| Keyword(4) |
Particle Swarm Optimization |
| Keyword(5) |
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| 1st Author's Name |
Takuto Otsubo |
| 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 |
2022-01-22 15:35:00 |
| Presentation Time |
25 minutes |
| Registration for |
NLP |
| Paper # |
NLP2021-114, MICT2021-89, MBE2021-75 |
| Volume (vol) |
vol.121 |
| Number (no) |
no.335(NLP), no.336(MICT), no.337(MBE) |
| Page |
pp.199-204 |
| #Pages |
6 |
| Date of Issue |
2022-01-14 (NLP, MICT, MBE) |