基于轨迹曲率的自动驾驶车辆转向速率控制器

I. Bae, Jin Hyo Kim, Shiho Kim
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引用次数: 14

摘要

提出了一种控制转向速率而不是控制转向角的自动驾驶汽车转向控制方法,并描述了一种利用曲率和滑移角的关系从参考路径提取转向速率的方法。所提出的转向控制方法不仅可用于规划阶段所需轨迹的转向控制输入,还可用于车辆运动过程中行驶路径的瞬时规划。从在二维XY坐标系中绘制的期望轨迹中,从参考路径中提取转向速率,作为x的函数。提取的转向速率作为车辆控制器的控制输入,用于改变前轮的角度。对给定期望轨迹和即时规划行驶路径两种情况下的双变道机动进行了MATLAB仿真。对于双变道机动,从虚拟生成的瞬时参考路径中提取输入控制器的曲率和转向速率。通过将计算得到的转向速率输入到控制器中,重构运动轨迹,验证了所提模型和方法的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Steering rate controller based on curvature of trajectory for autonomous driving vehicles
We propose a steering control method for an autonomous vehicle by controlling the steering rate instead of the steering angle and describe a method for extracting the steering rate from the reference path using the relationship with curvature and slip angle. The proposed steering control method can be used not only for planning steering control input from the desired trajectories at the planning stage but also for the instantaneous planning of a driving path during vehicle motion. From the desired trajectory plotted in a two-dimensional XY coordinate system, the steering rate is extracted from the reference path, as a function of x. The extracted steering rate functions as the control input to the vehicle's controller for changing the front wheel's angle. MATLAB simulations of a double-lane-change maneuver were conducted for two scenarios, i.e., when the desired trajectory is given and when the driving path is planned instantaneously. For the double-lane-change maneuver, the curvature and the steering rate input to the controller are extracted from the virtually generated instantaneous reference path. The robustness of the proposed model and method are verified by re-constructing the trajectory traveled when the calculated steering rate is input into the controller.
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