Pre-emptive Braking Control for Stability Improvement of Autonomous Vehicles on a Curved Road Based on Vehicle-to-Everything Technology

IF 0.6 Q4 TRANSPORTATION SCIENCE & TECHNOLOGY SAE International Journal of Commercial Vehicles Pub Date : 2023-03-15 DOI:10.4271/02-16-03-0018
C. Huang, Fei Lai
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Abstract

Vehicle-to-everything (V2X) technology has played an important role in improving the active safety of autonomous vehicles. In order to improve the stability of the autonomous vehicle on the curved road, this article presents a pre-emptive braking control method based on V2X technology. Instead of using the active safety system to try to stabilize the vehicle in case of danger, the pre-emptive braking action is proposed to reduce the vehicle speed in advance to a level that allows safe navigation of the turn to avoid danger. It is assumed that the friction and curvature of the curved road ahead can be obtained through V2X technology. Combined with a linear two degrees of freedom (2-DOF) bicycle model, an optimal control method is adopted to calculate the front and rear wheel steering angles to track the centerline of the curve lane. A more complex vehicle dynamics model established earlier is selected for simulation analysis to verify the proposed control method. The results show that the proposed control method can improve greatly the stability of the autonomous vehicle on the curved road.
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基于车联网技术的自动驾驶汽车弯道稳定性提升的先发制人制动控制
V2X技术在提高自动驾驶汽车的主动安全性方面发挥了重要作用。为了提高自动驾驶汽车在弯道上的稳定性,本文提出了一种基于V2X技术的先发制人的制动控制方法。建议采取先发制人的制动措施,提前将车速降低到允许转弯安全导航的水平,以避免危险,而不是在发生危险时使用主动安全系统来稳定车辆。假设前方弯道的摩擦力和曲率可以通过V2X技术获得。结合线性两自由度(2-DOF)自行车模型,采用最优控制方法计算前轮和后轮转向角,以跟踪弯道中心线。选择先前建立的更复杂的车辆动力学模型进行仿真分析,以验证所提出的控制方法。结果表明,该控制方法可以大大提高自动驾驶汽车在弯道上的稳定性。
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来源期刊
SAE International Journal of Commercial Vehicles
SAE International Journal of Commercial Vehicles TRANSPORTATION SCIENCE & TECHNOLOGY-
CiteScore
1.80
自引率
0.00%
发文量
25
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