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| Presentation | 2012-02-21 09:40 Driving data collection using in-vehicle network and analysis of driving behavior on different types of vehicles Hiroaki Ishikawa, Chiyomi Miyajima, Norihide Kitaoka, Kazuya Takeda (Nagoya Univ.)  ITS2011-50 IE2011-126 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | A portable driving data recording system is developed using a smartphone with the Android OS and an in-vehicle network for recording driving data from various types vehicles. The system can record such driving data as vehicle acceleration, GPS location, video, vehicle velocity, steering angle, and gas and brake pedal positions. These driving signals are recorded from three different types of vehicles. Among these signals, we focus on pedal operation signals and analyze the individual characteristics of pedal operation behavior through driver identification experiments. A 100% identification rate is obtained for seven-driver identification using gas and brake pedal position signals, as well as an 82% identification rate is obtained even for different types of vehicles. Although some differences are observed in pedal position signals for different types of vehicles, common individual characteristics are observed for each driver. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | smartphone / in-vehicle network / CAN / driving behavior signals / individuality / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 111, no. 441, ITS2011-50, pp. 257-262, Feb. 2012. | |
| Paper # | ITS2011-50 | |
| Date of Issue | 2012-02-13 (ITS, IE) | |
| 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 | ITS2011-50 IE2011-126 |
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| Conference Information | |
| Committee | ITS IE ITE-AIT ITE-HI ITE-ME |
| Conference Date | 2012-02-20 - 2012-02-21 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hokkaido Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | ITS Image Processsing, Image Medium, Vision, etc. |
| Paper Information | |
| Registration To | ITS |
| Conference Code | 2012-02-ITS-IE-AIT-HI-ME |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Driving data collection using in-vehicle network and analysis of driving behavior on different types of vehicles |
| Sub Title (in English) | |
| Keyword(1) | smartphone |
| Keyword(2) | in-vehicle network |
| Keyword(3) | CAN |
| Keyword(4) | driving behavior signals |
| Keyword(5) | individuality |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Hiroaki Ishikawa |
| 1st Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 2nd Author's Name | Chiyomi Miyajima |
| 2nd Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 3rd Author's Name | Norihide Kitaoka |
| 3rd Author's Affiliation | Nagoya University (Nagoya Univ.) |
| 4th Author's Name | Kazuya Takeda |
| 4th Author's Affiliation | Nagoya University (Nagoya Univ.) |
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| Speaker | Author-1 |
| Date Time | 2012-02-21 09:40:00 |
| Presentation Time | 20 minutes |
| Registration for | ITS |
| Paper # | ITS2011-50, IE2011-126 |
| Volume (vol) | vol.111 |
| Number (no) | no.441(ITS), no.442(IE) |
| Page | pp.257-262 |
| #Pages | 6 |
| Date of Issue | 2012-02-13 (ITS, IE) |
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