Vehicle steering maneuvers with direct trajectory optimization

D. Soudbakhsh, A. Eskandarian, D. Chichka
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引用次数: 5

Abstract

Steering control systems have been used to develop vehicle automated lane change maneuvers or evasive maneuvers for collision avoidance. Most of these systems have used predetermined desired trajectories to perform the required maneuvers. In this study, an optimal trajectory is found while ensuring minimization of lateral acceleration throughout the maneuver. Collocation technique was used to numerically solve the nonlinear programming problem. The results show a near optimal trajectory can be achieved. The generated trajectory is compared to that of a fifth-order polynomial. The resultant trajectory was substantially better than the polynomial one, with both a lower peak and the overall lateral accelerations.
具有直接轨迹优化的车辆转向机动
转向控制系统已被用于开发车辆自动变道机动或避碰机动。这些系统中的大多数都使用预定的期望轨迹来执行所需的机动。在本研究中,在确保整个机动过程中横向加速度最小化的同时,找到了最优轨迹。采用配置技术对非线性规划问题进行了数值求解。结果表明,该方法可以获得接近最优的轨迹。将生成的轨迹与五阶多项式的轨迹进行比较。所得轨迹明显优于多项式轨迹,峰值和总体横向加速度都较低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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