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首页> 外文期刊>International Journal of Advanced Robotic Systems >A new geometry-based secondary path planning for automatic parking
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A new geometry-based secondary path planning for automatic parking

机译:自动停车的新几何次要路径规划

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摘要

In auto-parking systems, a certain degree of error in the path tracking algorithm is inevitable. This is caused by actuator error, tire slipping, or other factors relevant to and included in the parking process. In such situations, the parking path needs to be updated to finish parking successfully which is referred to as secondary path planning. Herein, a new geometry-based method is proposed to deal with this issue, which can be called the pattern-based method. In this method, a predefined path pattern set consisting of 24 multi-segment patterns is developed first. These patterns are composed of straight lines and arcs and account for constraints due to motion and the immediate environment. Then, a traversal policy is adopted to select the path pattern from the set, and the sequential quadratic programming algorithm is used to determine the optimal parameters that fine-tune the pattern to meet the current constraints. In the simulation section, the effectiveness of the proposed method is demonstrated. Moreover, compared to the search-based method represented by a variation of rapidly exploring random tree*, the proposed method has a higher planning performance.
机译:在自动停车系统中,路径跟踪算法中的一定程度的错误是不可避免的。这是由致动器误差,轮胎滑动或与停车过程中的其他因素引起的。在这种情况下,需要更新停车路径以完成停车成功,该停车被称为次要路径规划。这里,提出了一种新的基于几何的方法来处理这个问题,这可以称为基于模式的方法。在该方法中,首先开发由24个多段图案组成的预定义路径图案集。这些模式由直线和弧形组成,并且由于运动和直接环境而占限制。然后,采用遍历策略来选择来自集合的路径模式,并且顺序二次编程算法用于确定微调模式以满足当前约束的最佳参数。在仿真部分中,证明了所提出的方法的有效性。此外,与由快速探索随机树*的变化表示的搜索方法相比,所提出的方法具有更高的规划性能。

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