自动驾驶RC汽车快速递归可行有限地平线路径规划的可行性方法

Alexander Liniger, J. Lygeros
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引用次数: 16

摘要

考虑一种基于生存度的方法来保证有限地平线路径规划器的递归可行性。该路径规划器是一个混合系统,利用该问题的特殊结构,导出了差分包含重构。基于此近似,可以计算出表征所有安全状态和相应安全控制的生存核。利用安全控制集,只需生成可行轨迹,即可减少在线路径规划的计算时间。最后,导出了在线避障时不安全集的一个特征条件。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A viability approach for fast recursive feasible finite horizon path planning of autonomous RC cars
We consider a viability based approach to guarantee recursive feasibility of a finite horizon path planner. The path planner is formulated as a hybrid system for which a difference inclusion reformulation is derived by exploiting the special structure of the problem. Based on this approximation, the viability kernel, which characterizes all safe states and the corresponding safe controls, can be calculated. Using the set of safe controls the computation time of the on-line path planning can be reduced, by only generating viable trajectories. Finally, a condition characterizing the unsafe set in case of on-line obstacle avoidance is derived.
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