Research on Multi-mode Autonomous Car-following Model Based on Driving Simulator

Weiwei Guo, Yangyang Li, Yinghong Li, Jiyuan Tan, Zihui Guo
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引用次数: 2

Abstract

The traditional OV model and Gipps model have problems such as limited applicability frequent fluctuations of acceleration and so on when applied to autonomous driving vehicles. The driving experiment was carried out by using the driving simulator, and the driving state of vehicle was divided according to the experimental analysis results. Based on the driving targets in different states of the vehicle, a multi-mode autonomous car-following model based on driving simulator was proposed to realize the safe and stable operation of autonomous driving vehicle. The results show that the model is more stable in the driving simulator simulation environment, and it provides a basis for the research of autonomous driving behavior.
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基于驾驶模拟器的多模式自动车辆跟随模型研究
传统的OV模型和Gipps模型在应用于自动驾驶车辆时存在适用性有限、加速度波动频繁等问题。利用驾驶模拟器进行了驾驶实验,并根据实验分析结果对车辆的行驶状态进行了划分。针对车辆不同状态下的驾驶目标,提出了一种基于驾驶模拟器的多模式自动驾驶汽车跟随模型,以实现自动驾驶车辆的安全稳定运行。结果表明,该模型在驾驶模拟器仿真环境下具有较好的稳定性,为自动驾驶行为的研究提供了依据。
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