纵向和横向控制策略自动改变车道,以避免车辆高速行驶中的碰撞
Senlin Zhang1,2, Xinyong Liu1, Guohong Deng1
1Key Laboratory of Advanced Manufacturing Technology for Automobile Parts, Ministry of Education, Chongqing University of Technology, Chongqing 401320, China.
Sensors (Basel, Switzerland)
|June 10, 2023
概括
避免碰撞的高速车道更改在较小的纵向距离上更有效. 一个新的双层控制策略确保了安全的车道更改和高速避免碰撞.
科学领域:
- 汽车工程 汽车工程
- 控制系统 控制系统
- 机器人技术 机器人技术 机器人技术
背景情况:
- 避免车辆碰撞对于安全至关重要,尤其是在高速机动时.
- 现有的制动和车道更换等方法在紧急情况下的有效性各不相同.
- 优化对高速车道更改的控制策略对于防止事故至关重要.
研究的目的:
- 为了比较不同避免碰撞方法的有效性.
- 开发和验证一种新的双层控制策略,以避免高速变轨车道碰撞.
- 为了确保在车道更改期间精确跟踪纵向和横向轨迹.
主要方法:
- 用车辆粒子模型进行模拟和分析.
- 三个多项式参考轨迹的比较,选择了五项式多项式.
- 实现横向控制的多目标优化模型预测控制 (MPC).
- 为车辆的驱动和制动系统开发了一个较低的纵向速度跟踪控制策略.
主要成果:
- 换车道避免碰撞需要较小的纵向距离,而不是单独制动在高速时.
- 拟议的双层控制策略有效地管理横向位移和纵向速度.
- 120公里/小时的模拟显示了成功的轨迹跟踪和避免碰撞.
结论:
- 开发的双层控制策略能够有效地改变高速车道和避免碰撞.
- 该策略确保精确跟踪纵向和横向运动,提高车辆的安全性.
- 这项研究有助于推进自动驾驶安全系统的发展.
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