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改进了基于贝齐尔曲线的轨迹规划,用于高空自动驾驶卡车
Du Chigan1,2, Jianbei Liu2, Yang Zhao1,3
1School of Transportation Engineering, Chang'an University, Xi'an, China.
PloS one
|September 26, 2025
概括
自动驾驶卡车在高速公路高海拔货物运输方面面临着挑战. 使用四度 Bézier 曲线的新轨迹规划方法提高了在困难的高山道路上的稳定性和机动性.
科学领域:
- 工程 工程师 工程师 工程师
- 机器人技术 机器人技术 机器人技术
- 物流物流物流物流物流是什么
背景情况:
- 高速公路货运对于西藏的物流至关重要,运输了76.4%的区域货运.
- 阿尔卑斯山的道路对重型卡车来说,由于的坡度,的曲线和狭窄的车道,造成了重大运行挑战.
- 目前的自动驾驶卡车轨迹规划算法在高海拔环境中是有限的.
研究的目的:
- 为在高海拔阿尔卑斯山环境中运行的自动驾驶卡车开发一种新的轨迹规划方法.
- 为了提高自主卡车在困难地形上的导航的安全性和效率.
主要方法:
- 提出了一种新的轨迹规划方法,利用四次 Bézier 曲线,提供 G2 连续性.
- 在3D曲线表示中集成速度配置文件.
- 采用了两阶段的优化过程,以提高安全性和效率.
主要成果:
- 这种新的方法有效地保持卡车在苛刻的高山道路上的稳定性.
- 在具有挑战性的道路条件下表现出敏捷的机动能力.
- 模拟结果验证了该方法的有效性.
结论:
- 拟议的四度贝齐尔曲线轨迹规划方法适用于高海拔,复杂道路条件下的自动驾驶卡车.
- 这种方法解决了西藏等环境中现有算法的局限性.
- 在具有挑战性的地形上提高自主货运运输的可行性.
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