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Driver evaluation based on classification of rapid decelerating patterns
http://hdl.handle.net/2237/13905
http://hdl.handle.net/2237/13905035f952a-d8d3-4759-986f-b39877490516
名前 / ファイル | ライセンス | アクション |
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Item type | 学術雑誌論文 / Journal Article(1) | |||||
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公開日 | 2010-08-02 | |||||
タイトル | ||||||
タイトル | Driver evaluation based on classification of rapid decelerating patterns | |||||
言語 | en | |||||
著者 |
Naito, Atsumi
× Naito, Atsumi× Miyajima, Chiyomi× Nishino, Takanori× Kitaoka, Norihide× Takeda, Kazuya |
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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 | ||||||
言語 | en | |||||
権利情報 | ©2009 IEEE. 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 to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE. | |||||
抄録 | ||||||
内容記述 | This paper presents a novel method to evaluate risk levels of driving behaviors based on acceleration patterns while braking. Acceleration patterns were recorded with drive recorders mounted on such vehicles as taxis and trucks to detect "events," i.e., remarkable scenes while driving such as rapid acceleration and deceleration. They also captured video images of the vehicles in front of the drivers. The event data and video resources are used to analyze the causes of crashes and near-miss incidents and to evaluate the risk levels of the driving behaviors of individual drivers. Conventional driver evaluation methods generally use the frequencies of event occurrences detected with a certain acceleration threshold. Yet it remains unclear how the driver depresses and releases the brake pedal at each event or how dangerous each event is. To make it apparent, we introduce a method that characterizes braking patterns based on the time series of the acceleration signals around the events. Events of rapid deceleration were classified into four typical types of braking patterns based on how the brake pedal was depressed and released. Driver risk levels of braking actions were evaluated based on these four braking patterns from different points of view. We show results applying our proposed method to evaluate the driving behaviors of 35 drivers. | |||||
言語 | en | |||||
内容記述タイプ | Abstract | |||||
出版者 | ||||||
言語 | en | |||||
出版者 | IEEE | |||||
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/ICVES.2009.5400239 | |||||
ISBN | ||||||
関連タイプ | isPartOf | |||||
識別子タイプ | ISBN | |||||
関連識別子 | 978-1-4244-5442-6 | |||||
書誌情報 |
en : IEEE International Conference on Vehicular Electronics and Safety (ICVES) p. 108-112, 発行日 2009-11-11 |
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フォーマット | ||||||
application/pdf | ||||||
著者版フラグ | ||||||
値 | publisher | |||||
URI | ||||||
識別子 | http://hdl.handle.net/2237/13905 | |||||
識別子タイプ | HDL | |||||
URI | ||||||
識別子 | http://dx.doi.org/10.1109/ICVES.2009.5400239 | |||||
識別子タイプ | DOI |