An investigation of following behavior and associated safety of MTWs in heterogeneous traffic

Jaikishan Damani , Perumal Vedagiri
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Abstract

Motorized Two Wheelers (MTWs) possess specific driving patterns which increase their crash risk, especially in heterogeneous traffic, typically found in developing countries. Understanding the driving behavior of MTWs in such conditions is crucial for transportation researchers and vehicle manufacturers to improve driving behavior modeling, vehicle design, and risk evaluation. This study aims to model single-leader following behavior of MTWs in mixed traffic, by using Generalized Linear Modelling (GLM) technique to develop a safe-distance following model considering various factors specific to mixed traffic. Time to Collision (TTC) and Potential Index for Collision with Urgent Deceleration (PICUD) were employed for the safety assessment. Results of the study present a typical MTW following behavior and associated crash risk for heterogeneous traffic. Apart from theoretical applications such as microsimulation modeling, this study is useful for smart systems such as collision avoidance systems, in-vehicle warning and autonomous driving systems.

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异构交通中MTWs跟随行为及相关安全性的研究
机动两轮车(MTW)具有特殊的驾驶模式,这增加了其碰撞风险,尤其是在发展中国家常见的异质交通中。了解 MTW 在这种情况下的驾驶行为对于交通研究人员和汽车制造商改进驾驶行为建模、车辆设计和风险评估至关重要。本研究旨在通过使用广义线性建模(GLM)技术,建立一个考虑到混合交通中各种特定因素的安全距离跟车模型,从而对混合交通中 MTW 的单车跟车行为进行建模。安全评估采用了碰撞时间(TTC)和紧急减速碰撞潜在指数(PICUD)。研究结果表明了混合交通中典型的 MTW 跟车行为和相关的碰撞风险。除了微观仿真建模等理论应用外,这项研究还可用于防撞系统、车载预警和自动驾驶系统等智能系统。
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来源期刊
CiteScore
6.40
自引率
14.30%
发文量
79
审稿时长
>12 weeks
期刊介绍: Transportation Letters: The International Journal of Transportation Research is a quarterly journal that publishes high-quality peer-reviewed and mini-review papers as well as technical notes and book reviews on the state-of-the-art in transportation research. The focus of Transportation Letters is on analytical and empirical findings, methodological papers, and theoretical and conceptual insights across all areas of research. Review resource papers that merge descriptions of the state-of-the-art with innovative and new methodological, theoretical, and conceptual insights spanning all areas of transportation research are invited and of particular interest.
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