Paper Abstract and Keywords |
Presentation |
2008-05-22 15:15
Predicting stop probability based on driving behavior model concerned with past movements Yoshifumi Kishimoto (Aichi Pref. Univ.), Konomu Abe, Hideki Miyatake (TOKAI RIKA), Koji Oguri (Aichi Pref. Univ.) ITS2008-5 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Recently, studies of predicting driving behavior based on behavioral models have been done for constructing Driving Safety Support Systems (DSSS) responding to driver’s intention. Although traditional behavioral models predict future behavior by means of instantaneous velocity and pedal strokes, past movements should be concerned for accurate prediction since human’s behavior is strongly related to past actions. This study proposed a method of modeling driving behavior concerned with certain period of past movements by using AR-HMM in order to predict stop probability. As results of comparison with a conventional method, our algorithm is effective for predicting driving behavior accurately. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Driving Behavior / Predicting Behavior / Dynamic Bayesian Network / AR-HMM / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 108, no. 42, ITS2008-5, pp. 27-32, May 2008. |
Paper # |
ITS2008-5 |
Date of Issue |
2008-05-15 (ITS) |
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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ITS2008-5 |
Conference Information |
Committee |
ITS |
Conference Date |
2008-05-22 - 2008-05-22 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
Yokosuka Research Park |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Communication Systems for ITS, etc. |
Paper Information |
Registration To |
ITS |
Conference Code |
2008-05-ITS |
Language |
Japanese |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Predicting stop probability based on driving behavior model concerned with past movements |
Sub Title (in English) |
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Keyword(1) |
Driving Behavior |
Keyword(2) |
Predicting Behavior |
Keyword(3) |
Dynamic Bayesian Network |
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AR-HMM |
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1st Author's Name |
Yoshifumi Kishimoto |
1st Author's Affiliation |
Aichi Prefectural University (Aichi Pref. Univ.) |
2nd Author's Name |
Konomu Abe |
2nd Author's Affiliation |
TOKAI RIKA (TOKAI RIKA) |
3rd Author's Name |
Hideki Miyatake |
3rd Author's Affiliation |
TOKAI RIKA (TOKAI RIKA) |
4th Author's Name |
Koji Oguri |
4th Author's Affiliation |
Aichi Prefectural University (Aichi Pref. Univ.) |
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Speaker |
Author-1 |
Date Time |
2008-05-22 15:15:00 |
Presentation Time |
30 minutes |
Registration for |
ITS |
Paper # |
ITS2008-5 |
Volume (vol) |
vol.108 |
Number (no) |
no.42 |
Page |
pp.27-32 |
#Pages |
6 |
Date of Issue |
2008-05-15 (ITS) |
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