Modeling cyclist acceleration process for bicycle traffic simulation using naturalistic data
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- 作者：Xiaoliang Ma ; liang@kth.se" class="auth_mail" title="E-mail the corresponding author ; Ding Luo
- 关键词：Bicycle traffic simulation ; Cyclist behavior ; Acceleration model ; Naturalistic data ; GPS
- 刊名：Transportation Research Part F: Traffic Psychology and Behaviour
- 出版年：2016
- 出版时间：July 2016
- 年：2016
- 卷：40
- 期：Complete
- 页码：130-144
- 全文大小：2449 K
文摘
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A general modeling framework for bicycle traffic simulation is proposed.
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Cycling trajectory data is collected by a group of recruited daily commuters, and the data is processed to enhance it quality.
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Cyclist acceleration model is proposed and estimated using maximum likelihood approach.
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The model and its variation are compared by validation, and the social economic aspects of the cyclists are analyzed.