| Presentation | 2006/9/19 Estimation of Pedal Operation Patterns of Individual Drivers in Car-following Yoshihiro NISHIWAKI, Chiyomi MIYAJIMA, Kazuya TAKEDA, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The number of driver's license holders and car owners are increasing every year, and the car has obviously become indispensable to our daily life. To improve safety and road traffic efficiency, intelligent transporation system (ITS) technologies including adaptive cruise control (ACC), and lane-keeping assist systems (LKAS) have been developed over the last several years. However, these driver assist systems are not adapted for individual drivers. In this paper, we investigate a generation method of car-following patterns for individual drivers. Pedal operation patterns are estimated from Gaussian mixture models trained for each driver. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Estimation of driving behavior signals / Car-following / Pedal operation / Driver model / Gaussian mixture model |
| Paper # | SIP2006-67,SIS2006-30,SP2006-53 |
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| Conference Information | |
| Committee | SIS |
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| Conference Date | 2006/9/19(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Smart Info-Media Systems (SIS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Estimation of Pedal Operation Patterns of Individual Drivers in Car-following |
| Sub Title (in English) | |
| Keyword(1) | Estimation of driving behavior signals |
| Keyword(2) | Car-following |
| Keyword(3) | Pedal operation |
| Keyword(4) | Driver model |
| Keyword(5) | Gaussian mixture model |
| 1st Author's Name | Yoshihiro NISHIWAKI |
| 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 | Kazuya TAKEDA |
| 3rd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| Date | 2006/9/19 |
| Paper # | SIP2006-67,SIS2006-30,SP2006-53 |
| Volume (vol) | vol.106 |
| Number (no) | 261 |
| Page | pp.pp.- |
| #Pages | 4 |
| Date of Issue | |