| Presentation | 2012-02-21 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, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(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) |
| Keyword(in English) | Smartphone / in-vehicle network / CAN / driving behavior signals / individuality |
| Paper # | ITS2011-50,IE2011-126 |
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| Conference Information | |
| Committee | ITS |
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| Conference Date | 2012/2/13(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Intelligent Transport Systems Technology (ITS) |
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| Language | JPN |
| 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 |
| 1st Author's Name | Hiroaki ISHIKAWA |
| 1st Author's Affiliation | Graduate School of Information Science, Nagoya University() |
| 2nd Author's Name | Chiyomi MIYAJIMA |
| 2nd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 3rd Author's Name | Norihide KITAOKA |
| 3rd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 4th Author's Name | Kazuya TAKEDA |
| 4th Author's Affiliation | Graduate School of Information Science, Nagoya University |
| Date | 2012-02-21 |
| Paper # | ITS2011-50,IE2011-126 |
| Volume (vol) | vol.111 |
| Number (no) | 441 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |