自动驾驶避障路径规划与跟踪控制

Bo Yang, Huanhuan Zhang, Zhongshun Jiang
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引用次数: 1

摘要

研究了智能汽车避障变道的路径规划与跟踪控制问题。首先,利用汽车运动学和动力学知识,建立了汽车前轮转向的二自由度模型;其次,采用五阶多项式曲线拟合方法实现轨迹规划;然后采用线性时变模型预测控制方法实现轨迹的跟踪控制。最后用MATLAB仿真验证了上述思路的可行性。实验结果表明,该五阶多项式能快速、准确地拟合出理想曲线;该模型预测控制还可以稳定地控制汽车沿着规定的路径行驶。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Path Planning and Tracking Control for Automatic Driving Obstacle Avoidance
This paper studies the path planning and tracking control of obstacle avoidance lane change in intelligent auto driving. Firstly, the vehicle two-degree-of-freedom model of front wheel steering is established by the knowledge of automobile kinematics and dynamics. Secondly, the trajectory planning is realized by the fifth-order polynomial curve fitting method. Then the linear time-varying model predictive control method is used to realize the tracking control of the trajectory. Finally, MATLAB simulation is used to verify the feasibility of the above ideas. The experimental results show that the fifth-order polynomial can quickly and accurately fit the ideal curve; the model predictive control can also stably control the car to follow the prescribed path.
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