Author:
Liu Zhaoyong,Wen Gaobo,Liu Wudong,Tan TanXiaoqiang,Wu Guangqiang
Abstract
In view of the need for emergency steering to avoid collision when the vehicle is in a dangerous scene, and the stability control of the vehicle during collision avoidance. This paper proposes a planning and control framework. A path planner considering the kinematics and dynamics of the vehicle system is used to formulate the safe driving path under emergency conditions. LQR lateral control algorithm is designed to calculate the output steering wheel angle. On this basis, adaptive MPC control algorithm and four-wheel braking force distribution control algorithm are designed to achieve coordinated control of vehicle driving stability and collision avoidance safety. The simulation results show that the proposed algorithm can complete the steering collision avoidance task quickly and stably.
Subject
Artificial Intelligence,Computer Science Applications
Reference27 articles.
1. Trajectory Planning and Vehicle Control at low speed for home zone manoeuvres;Borrello,2020
2. Nonlinear model predictive control of autonomous vehicles considering dynamic stability constraints;Chen;SAE Int. J. Adv. Curr. Pract. Mobil.,2020
3. Online longitudinal trajectory planning for connected and autonomous vehicles in mixed traffic flow with deep reinforcement learning approach;Cheng;J. Intelligent Transp. Syst.,2022
4. Collision warning with full auto brake and pedestrian detection - a practical example of automatic emergency braking;Coelingh,2010
5. A hierarchical framework of emergency collision avoidance amid surrounding vehicles in highway driving;Cui;Control Eng. Pract.,2021
Cited by
1 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献