TY - JOUR
T1 - Safe Replanning and Motion Control for Automated Emergency Braking Under Braking System Failures
AU - Han, Jinheng
AU - Zhang, Junzhi
AU - Lv, Chen
AU - He, Chengkun
AU - Wei, Henglai
AU - Zhao, Shiyue
AU - Zhang, Zhongshi
AU - Ji, Yuan
N1 - Publisher Copyright:
© 2024 IEEE.
PY - 2025
Y1 - 2025
N2 - The automated emergency braking system is designed to prevent rear-end collisions. However, unexpected failures within this system during braking could potentially lead to accidents. To address this concern, we propose an integrated safe replanning and motion control framework to mitigate collision risks in the event of braking failures. Unlike previous fault-tolerant control works, the steering system is intervened to eliminate failure risks instead of re-configuring the braking torque; therefore, the longitudinal driving risks can be lessened from the lateral perspective. To achieve this approach, firstly, a risk assessment function with a failure factor is constructed to reconsider the driving target. Then, the driving target position and surrounding obstacle information are incorporated into one novel integral heuristic barrier Lyapunov function to reformulate the motion replanning and tracking problems as one yaw angle tracking problem. After, a novel barrier function-based sliding mode controller is introduced to ensure the yaw angle tracking performance within constraints. In this paper, decision-making, motion planning, and tracking tasks are incorporated into one analytical solution framework uniformly.Additionally, the prescribed time stability of our strategy ensures an upper bound setting time, indicating stability before the ego vehicle stop completly. Finally, numerous simulation results are carried out to confirm the effectiveness and superiority of our strategy in circumventing the troubles of braking system failures.
AB - The automated emergency braking system is designed to prevent rear-end collisions. However, unexpected failures within this system during braking could potentially lead to accidents. To address this concern, we propose an integrated safe replanning and motion control framework to mitigate collision risks in the event of braking failures. Unlike previous fault-tolerant control works, the steering system is intervened to eliminate failure risks instead of re-configuring the braking torque; therefore, the longitudinal driving risks can be lessened from the lateral perspective. To achieve this approach, firstly, a risk assessment function with a failure factor is constructed to reconsider the driving target. Then, the driving target position and surrounding obstacle information are incorporated into one novel integral heuristic barrier Lyapunov function to reformulate the motion replanning and tracking problems as one yaw angle tracking problem. After, a novel barrier function-based sliding mode controller is introduced to ensure the yaw angle tracking performance within constraints. In this paper, decision-making, motion planning, and tracking tasks are incorporated into one analytical solution framework uniformly.Additionally, the prescribed time stability of our strategy ensures an upper bound setting time, indicating stability before the ego vehicle stop completly. Finally, numerous simulation results are carried out to confirm the effectiveness and superiority of our strategy in circumventing the troubles of braking system failures.
KW - Safe motion replanning
KW - automated emergency braking
KW - braking system faults
KW - prescribed time stability
UR - https://www.scopus.com/pages/publications/85197564577
U2 - 10.1109/TVT.2024.3406346
DO - 10.1109/TVT.2024.3406346
M3 - 文章
AN - SCOPUS:85197564577
SN - 0018-9545
VL - 74
SP - 2353
EP - 2365
JO - IEEE Transactions on Vehicular Technology
JF - IEEE Transactions on Vehicular Technology
IS - 2
ER -