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Towards a Decision-Making Algorithm for Automatic Lane Change Manoeuvre Considering Traffic Dynamics

机译:一种考虑交通动力学的自动换道策略决策算法

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摘要

This paper proposes a novel algorithm for decision-making on autonomous lane change manoeuvre in vehicles. The proposed approach defines a number of constraints, based on the vehicle’s dynamics and environmental conditions, which must be satisfied for a safe and comfortable lane change manoeuvre. Inclusion of the lateral position of other vehicles on the road and the tyre-road friction are the main advantages of the proposed algorithm. To develop the lane change manoeuvre decision-making algorithm, first, the equations for the lateral movement of the vehicle in terms of manoeuvre time are produced. Then, the critical manoeuvring time is calculated on the basis of the constraints. Finally, the decision is made on the feasibility of carrying out the manoeuvre by comparing the critical times. Numerous simulations, taking into account the tyre-road friction and vehicles’ inertia and velocity, are conducted to compute thecritical times and a model named TUG-LCA is presented based on the corresponding results.
机译:本文提出了一种新的车辆自主变道策略决策算法。拟议的方法基于车辆的动力学和环境条件,定义了许多约束条件,必须满足这些约束条件才能安全舒适地改变车道。该算法的主要优点是包含了其他车辆在道路上的横向位置以及轮胎与道路的摩擦。为了开发车道变更操纵决策算法,首先,产生了根据操纵时间的车辆横向运动方程。然后,基于约束条件计算关键操纵时间。最后,通过比较关键时间来确定执行机动的可行性。考虑到轮胎的摩擦以及车辆的惯性和速度,进行了许多模拟,以计算临界时间,并根据相应的结果提出了一个名为TUG-LCA的模型。

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