基于错误注入的决策规划系统抗扰性测试与分析

吴新政, 邢星宇, 刘力豪, 沈勇, 陈君毅 - 汽车工程, 2023 - qichegongcheng.com
自动驾驶系统的运行环境复杂多样. 考虑到传感器本身的性能局限及感知算法在特定触发条件下
的功能不足, 自动驾驶系统上游感知结果不可避免地会出现错误. 因此针对自动驾驶决策规划 …

Tightly Joining Positioning and Control for Trustworthy Unmanned Aerial Vehicles Based on Factor Graph Optimization in Urban Transportation

P Yang, W Wen - 2023 IEEE 26th International Conference on …, 2023 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAV) showed great potential in improving the efficiency of parcel
delivery applications in the coming smart cities era. Unfortunately, the trustworthy positioning …

Safe Reinforcement Learning of Lane Change Decision Making with Risk-Fused Constraint

Z Li, L Xiong, B Leng, P Xu, Z Fu - 2023 IEEE 26th International …, 2023 - ieeexplore.ieee.org
Deep reinforcement learning (DRL) has become a powerful method for autonomous driving
while often lacking safety guarantees. In this paper, we propose a Risk-fused Constraint …

Efficient motion planning and control for automated lane change considering road adhesion coefficient

H Ding, Z Song, J Zhang, N Xu, S Gao… - Int. J. Vehicle …, 2024 - inderscienceonline.com
An efficient motion planning and control model for dynamic traffic environments is proposed
to realise automated lane change of autonomous vehicles and meet the safety, comfort and …

Interactive-Teb: Effective Trajectory Planning in Mixed Traffic Scenarios Considering Kinodynamic Constraints

J Wang, J Fu, S Chen, J Xin… - 2023 IEEE 26th …, 2023 - ieeexplore.ieee.org
Trajectory planning in mixed traffic scenarios is a critical and demanding task in autonomous
driving, since it necessitates addressing intricate interactions among traffic agents while …

A Seamless Motion Planning Integrating Maneuver Decision Based on Hybrid Model Predictive Control

C Tu, Z Li, B Leng, L Xiong - 2023 IEEE 26th International …, 2023 - ieeexplore.ieee.org
Motion planning in autonomous driving is a major challenge, as it needs to consider the
continuity between the actions output by internal modules and the need for consistency in …