| アイテムタイプ |
itemtype_ver1(1) |
| 公開日 |
2025-05-15 |
| タイトル |
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タイトル |
Modeling of Cyclists' Decision for Left-Turn Vehicle at Unsignalized Intersection using Logistic Regression Model and Gaussian Mixuter Model |
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言語 |
en |
| 著者 |
Wakisaka, Ryo
Yamaguchi, Takuma
Ban, Kazunori
Okuda, Hiroyuki
Suzuki, Tatsuya
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| アクセス権 |
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アクセス権 |
open access |
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アクセス権URI |
http://purl.org/coar/access_right/c_abf2 |
| 権利 |
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権利情報 |
“© 2025 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.” |
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言語 |
en |
| 内容記述 |
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内容記述タイプ |
Abstract |
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内容記述 |
In this paper, the cyclists’ decision-making behavior in the interaction with a car at unsignaled intersection is measured and analyzed. Based on the measured data, the cyclists’ decision-making model is identified by using logistic regression model. Since the data collection in the real world is hard to realize, we have used an interactive simulator in which the cycling simulator and the driving simulator are connected via network, and share the same virtual traffic environment. The cyclist’s decision states are defined by three states regarding their operation, pedaling-on, pedaling-off and brake-on. The models to estimate these three states were constructed using the logistic regression model and the Gaussian mixture model, respectively. Finally the accuracy of the constructed models are verified, and compared with each other. |
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言語 |
en |
| 出版者 |
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出版者 |
IEEE |
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言語 |
en |
| 言語 |
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言語 |
eng |
| 資源タイプ |
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資源タイプresource |
http://purl.org/coar/resource_type/c_6501 |
|
タイプ |
journal article |
| 出版タイプ |
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出版タイプ |
AM |
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出版タイプResource |
http://purl.org/coar/version/c_ab4af688f83e57aa |
| 関連情報 |
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関連タイプ |
isVersionOf |
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|
識別子タイプ |
DOI |
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関連識別子 |
https://doi.org/10.1109/SII59315.2025.10870955 |
| 収録物識別子 |
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収録物識別子タイプ |
EISSN |
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収録物識別子 |
2474-2325 |
| 書誌情報 |
en : 2025 IEEE/SICE International Symposium on System Integration, SII 2025
p. 789-796,
発行日 2025-01
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SII2025_wakisaka_final.pdf (4.2 MB)
