基于混合整数规划的避碰车辆路径生成方法

M. Mukai, T. Kawabe, H. Nishira, Yoshitaka Takagi, Y. Deguchi
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引用次数: 5

摘要

本文研究了一个最优路径生成问题,该问题生成了一条汽车与障碍物之间不发生碰撞的路径。该问题被表述为混合整数规划。在这个问题中,汽车周围的障碍物和环境可以表示为不等式条件。障碍物的动力学被描述为禁止区域的变化。根据模型预测控制,求解每一时间步的最优路径生成问题,然后应用最优输入的第一个元素。本文提出的方法可以显式地表示障碍物的动力学,并保证汽车与障碍物之间不发生碰撞。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On Vehicle Path Generation Method for Collision Avoidance using Mixed Integer Programming
This paper considers an optimal path generation problem that generates a path without a collision between an automobile and obstacles.The problem is formulated as mixed integer programming. In the problem the obstacles and environments around the automobile can be represent as inequality conditions. The dynamics of the obstacle is described as variation of a prohibited region. According to model predictive control we solve the optimal path generation problem a each time step then apply the first element of the optimal input. The method proposed in this paper can deal an explicit representation of the dynamics of the obstacle and provides no collision between the automobile and the obstacle.
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