Development of lane change driver model for closed-loop simulation of the active safety system

Taeyoung Lee, Beomjun Kim, K. Yi, C. Jeong
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引用次数: 15

Abstract

In this paper, the integrated lane change driver model was proposed and used in simulations of closed loop simulation of the ESC system. Through the lane change experimental data, the driver's characteristics can be obtained and analyzed. By using the lane change steering input and the lane following steering input with weighting factors, lateral driver model is operated steering action to change or follow the lane. Also, simulation results of the proposed lane change model are compared with the experimental test data, and closed loop evaluation was conducted with ESC system. It has been shown that the proposed integrated lane change driver model can control a vehicle very similar to human manual driving in lane change situations and can represent a normal driver's driving motion. Consequently, the proposed driver model presented in this study can be used into a closed-loop simulation and development of the vehicle's intelligent safety system.
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主动安全系统变道驾驶员闭环仿真模型的建立
本文提出了集成变道驱动模型,并将其应用于ESC系统的闭环仿真。通过变道实验数据,可以获得驾驶员的特征并进行分析。利用带加权因子的变道转向输入和跟道转向输入,实现横向驾驶员模型的变道或跟道转向动作。将所提出变道模型的仿真结果与实验测试数据进行了对比,并在ESC系统上进行了闭环评价。仿真结果表明,所提出的变道驾驶员综合模型在变道情况下的控制效果与人类手动驾驶非常相似,能够代表正常驾驶员的驾驶动作。因此,本文提出的驾驶员模型可用于车辆智能安全系统的闭环仿真和开发。
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