Predictive trajectory planning for autonomous vehicles at intersections using reinforcement learning

E Zhang, R Zhang, N Masoud - Transportation Research Part C: Emerging …, 2023 - Elsevier
… In this work we put forward a predictive trajectory planning framework to help autonomous
vehicles plan future trajectories. We develop a partially observable Markov decision process (…

Human-like motion planning of autonomous vehicle based on probabilistic trajectory prediction

P Li, X Pei, Z Chen, X Zhou, J Xu - Applied Soft Computing, 2022 - Elsevier
… -based method for path planning and expressing the set of the vehicle future occupancy based
… The main purpose of the local path planning algorithm proposed in this paper is to plan a …

Personalized trajectory planning and control of lane-change maneuvers for autonomous driving

C Huang, H Huang, P Hang, H Gao… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… of trajectory planning and control based on user preferences is developed for lane-change
of autonomous vehicles in … for dynamic trajectory planning is summarized in Algorithm 1. The …

Safe stop trajectory planning for highly automated vehicles: An optimal control problem formulation

L Svensson, L Masson, N Mohan… - … Intelligent Vehicles …, 2018 - ieeexplore.ieee.org
trajectory planning algorithm, correspond to the desired safe stop behavior for L4 autonomy
… Limitations of the DPM solver to five states result in limited accuracy with respect to vehicle

System and experiments of model-driven motion planning and control for autonomous vehicles

S Xu, R Zidek, Z Cao, P Lu, X Wang… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… focuses on motion planning and control, two of the crucial functions for autonomous driving.
… On the whole, time-independent path planning has been wellsolved using algorithms such …

A survey of trajectory planning techniques for autonomous systems

I Mir, F Gul, S Mir, MA Khan, N Saeed, L Abualigah… - Electronics, 2022 - mdpi.com
… In general, path planning algorithms aim to find the optimal path or at least a close … Path
planning for autonomous vehicles is also known as a multi-objective optimization since it …

Manoeuvre-based trajectory planning for highly autonomous vehicles on real road with traffic

B Vanholme, S Glaser, S Mammar… - 2009 European Control …, 2009 - ieeexplore.ieee.org
… a vehicle path planning algorithm that takes into account traffic and other obstacles on a
highway. The proposed algorithm … , the trajectory planning is proposed as a two-step algorithm. …

Robust hybrid control for autonomous vehicle motion planning

E Frazzoli, MA Dahleh, E Feron - Proceedings of the 39th IEEE …, 2000 - ieeexplore.ieee.org
Algorithms for motion planning based on the framework presented in this paper are …
computationally efficient, real-time motion planning algorithms for agile autonomous vehicles [8, 91. …

Global and local path planning study in a ROS‐based research platform for autonomous vehicles

P Marin-Plaza, A Hussein, D Martin… - Journal of Advanced …, 2018 - Wiley Online Library
… of a path planningalgorithm to find the best local plan is constantly updating it in order to
avoid obstacles in the route or because the vehicle is not able to follow the previous local path

Efficient trajectory planning for autonomous vehicles using quadratic programming with weak duality

D Jeong, SB Choi - IEEE Transactions on Intelligent Vehicles, 2023 - ieeexplore.ieee.org
… We propose a trajectory planning algorithm through QP form. The cost function was not
modified, and the obstacles were expressed as linear constraints. The proposed …