arXiv:2604.24606cs.ROcs.SY2026-04

改进的A*算法让带拖车的车倒车自动避障

Hybrid A*-Based Reverse Path-Planning of a Vehicle with Trailer System

  • 用改良版Hybrid A*算法处理拖车系统的复杂运动
  • 能实时避开其他车辆和障碍物,防止急转事故
  • 适合自动驾驶倒车场景,尤其复杂停车场

带拖车的车辆倒车泊车对人类驾驶员而言极具挑战,因其多体系统特性及操控不直观。在倒车过程中还需避开周围车辆与障碍物,现有方法大多缺乏碰撞规避能力。本文提出一种改进的基于Hybrid A*的算法,可同时处理车辆-拖车系统的运动约束与环境碰撞规避。该方法具备自适应性,能根据系统构型调整转向限制,避免发生“折刀”事故;并首次将碰撞规避功能融入标准Hybrid A*算法。算法设计完成后,通过仿真案例验证了其有效性。

原文摘要 · Abstract (English)

Reverse parking maneuvering of a vehicle with trailer system is a difficult task to complete for human drivers due to the multi-body nature of the system and the unintuitive controls required to orientate the trailer properly. The problem is complicated with the presence of other vehicles that the trailer and its connected vehicle must avoid during the reverse parking maneuver. While path planning methods in reverse motion for vehicles with trailers exist, there is a lack of results that also offer collision avoidance as part of the algorithm. This paper hence proposes a modified Hybrid A*-based algorithm that can accommodate the vehicle-trailer system as well as collision avoidance considerations with the other vehicles and obstacles in the parking environment. One of the novelties of this proposed approach is its adaptability to the vehicle with trailer system, where limits of usable steering input that prevent the occurrence of jackknife incidents vary with respect to system configuration. The other contribution is the addition of the collision avoidance functionality which the standard Hybrid A* algorithm lacks. The method is developed and presented first, followed by simulation case studies to demonstrate the efficacy of the proposed approach.

路径规划自动驾驶避障

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