Trajectory Planning of Autonomous Vehicle in Freeway Driving

IF 1.1 Q3 TRANSPORTATION SCIENCE & TECHNOLOGY Transport and Telecommunication Journal Pub Date : 2021-06-01 DOI:10.2478/ttj-2021-0021
H. Ghariblu, H. B. Moghaddam
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引用次数: 3

Abstract

Abstract This paper describes trajectory planning for an Autonomous Vehicle (AV) in the freeway path. Three types of driving modes are analyzed. First was free flow, this constitutes that moving at the desired speed is determined at the beginning of the movement. Second case was car following, when overtaking or lane-change was impossible, distance or speed adaptation is executed using the variable acceleration/deceleration strategy. Third case was lane change or overtaking. For lane change or overtaking paths, the 5th degree polynomial is used to create a curvilinear path to changes its path to the left lane and then returns to its default lane. The velocity and relative distances of cars are main factors for decision making. All proper driving decisions algorithm is introduced. According to autonomous car desired velocity, in the two driving cases (fast and slow desired velocity for AV) are studied by simulation and their results analyzed and compared with together.
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高速公路自动驾驶车辆行驶轨迹规划
摘要本文研究了自动驾驶汽车在高速公路上的轨迹规划问题。分析了三种驱动模式。首先是自由流动,这构成了在运动开始时就确定了以期望的速度移动。第二种情况是汽车跟随,当超车或变道是不可能的,距离或速度适应执行使用可变加速/减速策略。第三种情况是变道或超车。对于变道或超车路径,使用5次多项式创建一条曲线路径,将其路径更改为左侧车道,然后返回其默认车道。汽车的速度和相对距离是决策的主要因素。介绍了所有合适的驾驶决策算法。根据自动驾驶汽车的期望速度,对自动驾驶汽车的快速和慢速两种驾驶情况进行了仿真研究,并对结果进行了分析比较。
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来源期刊
Transport and Telecommunication Journal
Transport and Telecommunication Journal TRANSPORTATION SCIENCE & TECHNOLOGY-
CiteScore
3.00
自引率
0.00%
发文量
21
审稿时长
35 weeks
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