Modeling Lane-Changing Behavior of Vehicles a Merge Section under Mixed Traffic Conditions

被引:6
|
作者
Matcha, Bhargav Naidu [1 ,2 ]
Sivanesan, Sivakumar [1 ]
Ng, K. C. [3 ]
机构
[1] Taylors Univ, Sch Comp Sci & Engn, 1 Jalan Taylors, Subang Jaya 47500, Selangor, Malaysia
[2] Taylors Univ, Sch Engn, 1 Jalan Taylors, Subang Jaya 47500, Selangor, Malaysia
[3] Univ Nottingham Malaysia, Dept Mech Mat & Mfg Engn, Jalan Broga, Semenyih 43500, Selangor Dam Eh, Malaysia
关键词
Lane changing; Mixed traffic; Merge section; MOBIL model; Intelligent driver model;
D O I
10.1061/JTEPBS.0000502
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
The lane-changing behavior of different types of vehicles at the merging section of an urban road is assessed by using a new lanechanging model proposed in the current work. The lane-changing model known as MOBIL (minimizing overall braking induced by lane changes) is modified and combined with the intelligent driver model (IDM) to implement the lane-changing rules for different vehicle classes by applying the politeness and vehicle-type factors. It is noted that the heterogeneity of surrounding vehicles during lane-changing, which is common in developing countries, is not considered in most of the existing lane-changing models. The preceding problem is addressed by incorporating the vehicle-type dependent factor in the proposed lane-changing model. This new model considers the effect of motorcycle movement on the lane-changing decision and evaluates the aggressiveness of motorcyclists during lane-changing. The merging maneuver data from video recording is utilized to calibrate and validate the models. The lane changing rate is the highest for motorcycles and the least for trucks (at a given politeness factor). Motorcycles exhibit lower lane changing durations for politeness factors p = 0 and p = 1, showing integrated movements due to their pushy or erratic maneuverability. (C) 2021 American Society of Civil Engineers.
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页数:12
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