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Cepstral Analysis of Driving Behavioral Signals for Driver Identification
http://hdl.handle.net/2237/9596
http://hdl.handle.net/2237/959609095efb-bb9c-4029-b523-540babc8f423
| 名前 / ファイル | ライセンス | アクション |
|---|---|---|
Miyajima1.pdf (200.2 kB)
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| アイテムタイプ | 学術雑誌論文 / Journal Article(1) | |||||
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| 公開日 | 2008-03-17 | |||||
| タイトル | ||||||
| タイトル | Cepstral Analysis of Driving Behavioral Signals for Driver Identification | |||||
| 言語 | en | |||||
| 著者 |
Miyajima, C.
× Miyajima, C.× Nishiwaki, Y.× Ozawa, K.× Wakita, T.× Itou, K.× Takeda, K. |
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| アクセス権 | ||||||
| アクセス権 | open access | |||||
| アクセス権URI | http://purl.org/coar/access_right/c_abf2 | |||||
| 権利 | ||||||
| 権利情報 | Copyright © 2006 IEEE. Reprinted from (relevant publication info). This material is posted here with permission of the IEEE. Such permission of the IEEE does not in any way imply IEEE endorsement of any of Nagoya University’s products or services. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to pubs-permissions@ieee.org. | |||||
| 言語 | en | |||||
| 抄録 | ||||||
| 内容記述タイプ | Abstract | |||||
| 内容記述 | Spectral analysis is applied to such driving behavioral signals as gas and brake pedal operation signals for extracting drivers' characteristics while accelerating or decelerating. Cepstral features of each driver obtained through spectral analysis of driving signals are modeled with a Gaussian mixture model (GMM). A GMM driver model based on cepstral features is evaluated in driver identification experiments using driving signals collected in a driving simulator and in a real vehicle on a city road. Experimental results show that the driver model based on cepstral features achieves a driver identification rate of 89.6 ％ for driving simulator and 76.8 ％ for real vehicle, resulting in 61 ％ and 55 ％ error reduction, respectively, over a conventional driver model that uses raw driving signals without spectral analysis. | |||||
| 言語 | en | |||||
| 出版者 | ||||||
| 出版者 | IEEE | |||||
| 言語 | ja | |||||
| 言語 | ||||||
| 言語 | eng | |||||
| 資源タイプ | ||||||
| 資源タイプresource | http://purl.org/coar/resource_type/c_6501 | |||||
| タイプ | journal article | |||||
| 出版タイプ | ||||||
| 出版タイプ | VoR | |||||
| 出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 | |||||
| DOI | ||||||
| 関連タイプ | isVersionOf | |||||
| 識別子タイプ | DOI | |||||
| 関連識別子 | https://doi.org/10.1109/ICASSP.2006.1661427 | |||||
| ISBN | ||||||
| 関連タイプ | isPartOf | |||||
| 識別子タイプ | ISBN | |||||
| 関連識別子 | 1-4244-0469-X | |||||
| ISSN | ||||||
| 収録物識別子タイプ | PISSN | |||||
| 収録物識別子 | 1520-6149 | |||||
| 書誌情報 |
en : IEEE International Conference on Acoustics, Speech and Signal Processing 巻 5, p. v-924, 発行日 2006 |
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| フォーマット | ||||||
| 値 | application/pdf | |||||
| 著者版フラグ | ||||||
| 値 | publisher | |||||
| URI | ||||||
| 識別子 | http://hdl.handle.net/2237/9596 | |||||
| 識別子タイプ | HDL | |||||
